{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Reese\n\nBasic profile:\n- Age: 18-24\n- Gender: Male\n- Education background: Master's Degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a medium general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: medium. This follower is moderately likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: medium. This follower is moderately likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: medium. This follower is moderately likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-04-30T15:41:38.395487Z\n- action_type: message\n- message: I cannot see your progress.\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-04-30T15:40:54.248541Z] follower | action_type=message\n  message: He\n- [2026-04-30T15:41:14.133486Z] follower | action_type=message\n  message: Hey\n- [2026-04-30T15:41:34.178580Z] follower | action_type=message\n  message: any hint available??\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Confirming the situation with my partner\", \"rationale\": \"know what's the difference of information we have and what do you think your partners were doing? He's just making his demand clear and trying to push forward the progress and why did you take this action? Because I also want to know. I got the whole picture but I have no idea what he got on his screen.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study8", "participant_name": "Reese", "timeline_index": 3, "step_index": 0}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Reese\n\nBasic profile:\n- Age: 18-24\n- Gender: Male\n- Education background: Master's Degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a medium general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: medium. This follower is moderately likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: medium. This follower is moderately likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: medium. This follower is moderately likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-04-30T15:42:17.130658Z\n- action_type: message\n- message: The start point is on the top right of the map.\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-04-30T15:40:54.248541Z] follower | action_type=message\n  message: He\n- [2026-04-30T15:41:14.133486Z] follower | action_type=message\n  message: Hey\n- [2026-04-30T15:41:34.178580Z] follower | action_type=message\n  message: any hint available??\n- [2026-04-30T15:42:06.921219Z] follower | action_type=message\n  message: I got igloo, forest, suspension bridge, volcano, pyramid, and dinosaur bones\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Grounding by sharing or requesting information to align\", \"rationale\": \"Yeah, we already talked, he already sent me the landmarks and I got his first question replied which is where should be the start point and yeah.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study8", "participant_name": "Reese", "timeline_index": 5, "step_index": 1}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Reese\n\nBasic profile:\n- Age: 18-24\n- Gender: Male\n- Education background: Master's Degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a medium general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: medium. This follower is moderately likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: medium. This follower is moderately likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: medium. This follower is moderately likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-04-30T15:43:25.036878Z\n- action_type: message\n- message: I got dinosaur bones(top right), volcano(mid right, more right than db), suspension bridge(mid left, a little downer than volcano)\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-04-30T15:40:54.248541Z] follower | action_type=message\n  message: He\n- [2026-04-30T15:41:14.133486Z] follower | action_type=message\n  message: Hey\n- [2026-04-30T15:41:34.178580Z] follower | action_type=message\n  message: any hint available??\n- [2026-04-30T15:42:06.921219Z] follower | action_type=message\n  message: I got igloo, forest, suspension bridge, volcano, pyramid, and dinosaur bones\n- [2026-04-30T15:42:20.716209Z] follower | action_type=message\n  message: my starting point is right side of dinosaur bones\n- [2026-04-30T15:42:23.957693Z] follower | action_type=message\n  message: yup\n- [2026-04-30T15:43:16.462542Z] follower | action_type=message\n  message: So throughout the route, can you list the landmarks first?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Grounding by sharing or requesting information to align\", \"rationale\": \"the landmarks and I reply the exact location and the landmarks we got Just finishing his demand previously\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study8", "participant_name": "Reese", "timeline_index": 9, "step_index": 2}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Reese\n\nBasic profile:\n- Age: 18-24\n- Gender: Male\n- Education background: Master's Degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a medium general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: medium. This follower is moderately likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: medium. This follower is moderately likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: medium. This follower is moderately likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-04-30T15:44:42.882654Z\n- action_type: message\n- message: Besides, I got forest(mid right, little downer than the sus bridge), pyramid(bottom right), igloo(bottom left)\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-04-30T15:40:54.248541Z] follower | action_type=message\n  message: He\n- [2026-04-30T15:41:14.133486Z] follower | action_type=message\n  message: Hey\n- [2026-04-30T15:41:34.178580Z] follower | action_type=message\n  message: any hint available??\n- [2026-04-30T15:42:06.921219Z] follower | action_type=message\n  message: I got igloo, forest, suspension bridge, volcano, pyramid, and dinosaur bones\n- [2026-04-30T15:42:20.716209Z] follower | action_type=message\n  message: my starting point is right side of dinosaur bones\n- [2026-04-30T15:42:23.957693Z] follower | action_type=message\n  message: yup\n- [2026-04-30T15:43:16.462542Z] follower | action_type=message\n  message: So throughout the route, can you list the landmarks first?\n- [2026-04-30T15:43:54.970712Z] follower | action_type=message\n  message: okay how about pyramid, forest, and igloo?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Grounding by sharing or requesting information to align\", \"rationale\": \"I just give him more the information about the landmarks because you got six landmarks and To reply all of them in just one message will take the effort for the cognition So I split them in two message. The first one is the one the previous one and the second one is the one I trying to\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study8", "participant_name": "Reese", "timeline_index": 14, "step_index": 3}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Reese\n\nBasic profile:\n- Age: 18-24\n- Gender: Male\n- Education background: Master's Degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a medium general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: medium. This follower is moderately likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: medium. This follower is moderately likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: medium. This follower is moderately likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-04-30T15:44:52.358211Z\n- action_type: message\n- message: igloo and pyramid is at the same level\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-04-30T15:40:54.248541Z] follower | action_type=message\n  message: He\n- [2026-04-30T15:41:14.133486Z] follower | action_type=message\n  message: Hey\n- [2026-04-30T15:41:34.178580Z] follower | action_type=message\n  message: any hint available??\n- [2026-04-30T15:42:06.921219Z] follower | action_type=message\n  message: I got igloo, forest, suspension bridge, volcano, pyramid, and dinosaur bones\n- [2026-04-30T15:42:20.716209Z] follower | action_type=message\n  message: my starting point is right side of dinosaur bones\n- [2026-04-30T15:42:23.957693Z] follower | action_type=message\n  message: yup\n- [2026-04-30T15:43:16.462542Z] follower | action_type=message\n  message: So throughout the route, can you list the landmarks first?\n- [2026-04-30T15:43:54.970712Z] follower | action_type=message\n  message: okay how about pyramid, forest, and igloo?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Grounding by sharing or requesting information to align\", \"rationale\": \"add more description about the landmarks.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study8", "participant_name": "Reese", "timeline_index": 15, "step_index": 4}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Reese\n\nBasic profile:\n- Age: 18-24\n- Gender: Male\n- Education background: Master's Degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a medium general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: medium. This follower is moderately likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: medium. This follower is moderately likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: medium. This follower is moderately likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-04-30T15:45:23.779103Z\n- action_type: message\n- message: Cool\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-04-30T15:40:54.248541Z] follower | action_type=message\n  message: He\n- [2026-04-30T15:41:14.133486Z] follower | action_type=message\n  message: Hey\n- [2026-04-30T15:41:34.178580Z] follower | action_type=message\n  message: any hint available??\n- [2026-04-30T15:42:06.921219Z] follower | action_type=message\n  message: I got igloo, forest, suspension bridge, volcano, pyramid, and dinosaur bones\n- [2026-04-30T15:42:20.716209Z] follower | action_type=message\n  message: my starting point is right side of dinosaur bones\n- [2026-04-30T15:42:23.957693Z] follower | action_type=message\n  message: yup\n- [2026-04-30T15:43:16.462542Z] follower | action_type=message\n  message: So throughout the route, can you list the landmarks first?\n- [2026-04-30T15:43:54.970712Z] follower | action_type=message\n  message: okay how about pyramid, forest, and igloo?\n- [2026-04-30T15:44:57.986519Z] follower | action_type=message\n  message: nice nice\n- [2026-04-30T15:45:15.496575Z] follower | action_type=message\n  message: so i think the first thing is that my map's location of pyramid is wrong\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Grounding by sharing or requesting information to align\", \"rationale\": \"Being friendly.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study8", "participant_name": "Reese", "timeline_index": 18, "step_index": 5}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Reese\n\nBasic profile:\n- Age: 18-24\n- Gender: Male\n- Education background: Master's Degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a medium general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: medium. This follower is moderately likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: medium. This follower is moderately likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: medium. This follower is moderately likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-04-30T15:45:47.057665Z\n- action_type: message\n- message: We can start from the right of the dinasour bones\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-04-30T15:40:54.248541Z] follower | action_type=message\n  message: He\n- [2026-04-30T15:41:14.133486Z] follower | action_type=message\n  message: Hey\n- [2026-04-30T15:41:34.178580Z] follower | action_type=message\n  message: any hint available??\n- [2026-04-30T15:42:06.921219Z] follower | action_type=message\n  message: I got igloo, forest, suspension bridge, volcano, pyramid, and dinosaur bones\n- [2026-04-30T15:42:20.716209Z] follower | action_type=message\n  message: my starting point is right side of dinosaur bones\n- [2026-04-30T15:42:23.957693Z] follower | action_type=message\n  message: yup\n- [2026-04-30T15:43:16.462542Z] follower | action_type=message\n  message: So throughout the route, can you list the landmarks first?\n- [2026-04-30T15:43:54.970712Z] follower | action_type=message\n  message: okay how about pyramid, forest, and igloo?\n- [2026-04-30T15:44:57.986519Z] follower | action_type=message\n  message: nice nice\n- [2026-04-30T15:45:15.496575Z] follower | action_type=message\n  message: so i think the first thing is that my map's location of pyramid is wrong\n- [2026-04-30T15:45:46.227915Z] follower | action_type=message\n  message: since mine is level wise a bit below dinosaur bones and its mid left.\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Still figuring out what we needed to do\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Grounding by sharing or requesting information to align\", \"rationale\": \"Instruction about how to start.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study8", "participant_name": "Reese", "timeline_index": 20, "step_index": 6}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Reese\n\nBasic profile:\n- Age: 18-24\n- Gender: Male\n- Education background: Master's Degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a medium general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: medium. This follower is moderately likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: medium. This follower is moderately likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: medium. This follower is moderately likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-04-30T15:45:54.063668Z\n- action_type: message\n- message: make sense\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-04-30T15:40:54.248541Z] follower | action_type=message\n  message: He\n- [2026-04-30T15:41:14.133486Z] follower | action_type=message\n  message: Hey\n- [2026-04-30T15:41:34.178580Z] follower | action_type=message\n  message: any hint available??\n- [2026-04-30T15:42:06.921219Z] follower | action_type=message\n  message: I got igloo, forest, suspension bridge, volcano, pyramid, and dinosaur bones\n- [2026-04-30T15:42:20.716209Z] follower | action_type=message\n  message: my starting point is right side of dinosaur bones\n- [2026-04-30T15:42:23.957693Z] follower | action_type=message\n  message: yup\n- [2026-04-30T15:43:16.462542Z] follower | action_type=message\n  message: So throughout the route, can you list the landmarks first?\n- [2026-04-30T15:43:54.970712Z] follower | action_type=message\n  message: okay how about pyramid, forest, and igloo?\n- [2026-04-30T15:44:57.986519Z] follower | action_type=message\n  message: nice nice\n- [2026-04-30T15:45:15.496575Z] follower | action_type=message\n  message: so i think the first thing is that my map's location of pyramid is wrong\n- [2026-04-30T15:45:46.227915Z] follower | action_type=message\n  message: since mine is level wise a bit below dinosaur bones and its mid left.\n- [2026-04-30T15:45:50.302463Z] follower | action_type=message\n  message: sounds good\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Still figuring out what we needed to do\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Grounding by sharing or requesting information to align\", \"rationale\": \"Friendly\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study8", "participant_name": "Reese", "timeline_index": 22, "step_index": 7}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Reese\n\nBasic profile:\n- Age: 18-24\n- Gender: Male\n- Education background: Master's Degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a medium general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: medium. This follower is moderately likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: medium. This follower is moderately likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: medium. This follower is moderately likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-04-30T15:46:34.179857Z\n- action_type: message\n- message: 1. Start from the right of dinosaur bones 2. then left of the volcano 3l right of forest\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-04-30T15:40:54.248541Z] follower | action_type=message\n  message: He\n- [2026-04-30T15:41:14.133486Z] follower | action_type=message\n  message: Hey\n- [2026-04-30T15:41:34.178580Z] follower | action_type=message\n  message: any hint available??\n- [2026-04-30T15:42:06.921219Z] follower | action_type=message\n  message: I got igloo, forest, suspension bridge, volcano, pyramid, and dinosaur bones\n- [2026-04-30T15:42:20.716209Z] follower | action_type=message\n  message: my starting point is right side of dinosaur bones\n- [2026-04-30T15:42:23.957693Z] follower | action_type=message\n  message: yup\n- [2026-04-30T15:43:16.462542Z] follower | action_type=message\n  message: So throughout the route, can you list the landmarks first?\n- [2026-04-30T15:43:54.970712Z] follower | action_type=message\n  message: okay how about pyramid, forest, and igloo?\n- [2026-04-30T15:44:57.986519Z] follower | action_type=message\n  message: nice nice\n- [2026-04-30T15:45:15.496575Z] follower | action_type=message\n  message: so i think the first thing is that my map's location of pyramid is wrong\n- [2026-04-30T15:45:46.227915Z] follower | action_type=message\n  message: since mine is level wise a bit below dinosaur bones and its mid left.\n- [2026-04-30T15:45:50.302463Z] follower | action_type=message\n  message: sounds good\n- [2026-04-30T15:45:58.746907Z] follower | action_type=message\n  message: so cna you kinda describe the route?\n- [2026-04-30T15:46:02.966497Z] follower | action_type=message\n  message: *can\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Confirming the situation with my partner\", \"rationale\": \"description of the roads with first three points.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study8", "participant_name": "Reese", "timeline_index": 25, "step_index": 8}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Reese\n\nBasic profile:\n- Age: 18-24\n- Gender: Male\n- Education background: Master's Degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a medium general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: medium. This follower is moderately likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: medium. This follower is moderately likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: medium. This follower is moderately likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-04-30T15:46:58.348986Z\n- action_type: message\n- message: for point 3, it's even righter than the pyramid\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-04-30T15:40:54.248541Z] follower | action_type=message\n  message: He\n- [2026-04-30T15:41:14.133486Z] follower | action_type=message\n  message: Hey\n- [2026-04-30T15:41:34.178580Z] follower | action_type=message\n  message: any hint available??\n- [2026-04-30T15:42:06.921219Z] follower | action_type=message\n  message: I got igloo, forest, suspension bridge, volcano, pyramid, and dinosaur bones\n- [2026-04-30T15:42:20.716209Z] follower | action_type=message\n  message: my starting point is right side of dinosaur bones\n- [2026-04-30T15:42:23.957693Z] follower | action_type=message\n  message: yup\n- [2026-04-30T15:43:16.462542Z] follower | action_type=message\n  message: So throughout the route, can you list the landmarks first?\n- [2026-04-30T15:43:54.970712Z] follower | action_type=message\n  message: okay how about pyramid, forest, and igloo?\n- [2026-04-30T15:44:57.986519Z] follower | action_type=message\n  message: nice nice\n- [2026-04-30T15:45:15.496575Z] follower | action_type=message\n  message: so i think the first thing is that my map's location of pyramid is wrong\n- [2026-04-30T15:45:46.227915Z] follower | action_type=message\n  message: since mine is level wise a bit below dinosaur bones and its mid left.\n- [2026-04-30T15:45:50.302463Z] follower | action_type=message\n  message: sounds good\n- [2026-04-30T15:45:58.746907Z] follower | action_type=message\n  message: so cna you kinda describe the route?\n- [2026-04-30T15:46:02.966497Z] follower | action_type=message\n  message: *can\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Something was unclear and we were working it out\", \"partner_intent\": \"Probably understood our situation but I was not fully sure\", \"self_reasoning\": \"Confirming the situation with my partner\", \"rationale\": \"make clarification of 0.3 in that case he won't make the error at the start\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study8", "participant_name": "Reese", "timeline_index": 30, "step_index": 9}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Reese\n\nBasic profile:\n- Age: 18-24\n- Gender: Male\n- Education background: Master's Degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a medium general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: medium. This follower is moderately likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: medium. This follower is moderately likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: medium. This follower is moderately likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-04-30T15:54:05.405466Z\n- action_type: message\n- message: 4. get the right of pyramid and hit almost the bottom of the map 5. hit the left of forest 6. top of igloo 7. bottom of suspension bridges\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-04-30T15:40:54.248541Z] follower | action_type=message\n  message: He\n- [2026-04-30T15:41:14.133486Z] follower | action_type=message\n  message: Hey\n- [2026-04-30T15:41:34.178580Z] follower | action_type=message\n  message: any hint available??\n- [2026-04-30T15:42:06.921219Z] follower | action_type=message\n  message: I got igloo, forest, suspension bridge, volcano, pyramid, and dinosaur bones\n- [2026-04-30T15:42:20.716209Z] follower | action_type=message\n  message: my starting point is right side of dinosaur bones\n- [2026-04-30T15:42:23.957693Z] follower | action_type=message\n  message: yup\n- [2026-04-30T15:43:16.462542Z] follower | action_type=message\n  message: So throughout the route, can you list the landmarks first?\n- [2026-04-30T15:43:54.970712Z] follower | action_type=message\n  message: okay how about pyramid, forest, and igloo?\n- [2026-04-30T15:44:57.986519Z] follower | action_type=message\n  message: nice nice\n- [2026-04-30T15:45:15.496575Z] follower | action_type=message\n  message: so i think the first thing is that my map's location of pyramid is wrong\n- [2026-04-30T15:45:46.227915Z] follower | action_type=message\n  message: since mine is level wise a bit below dinosaur bones and its mid left.\n- [2026-04-30T15:45:50.302463Z] follower | action_type=message\n  message: sounds good\n- [2026-04-30T15:45:58.746907Z] follower | action_type=message\n  message: so cna you kinda describe the route?\n- [2026-04-30T15:46:02.966497Z] follower | action_type=message\n  message: *can\n- [2026-04-30T15:51:21.160214Z] follower | action_type=message\n  message: ok\n- [2026-04-30T15:51:30.203231Z] follower | action_type=message\n  message: where is the end point?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Probably understood our situation but I was not fully sure\", \"self_reasoning\": \"Confirming the situation with my partner\", \"rationale\": \"description of the road till the end.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study8", "participant_name": "Reese", "timeline_index": 38, "step_index": 10}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Reese\n\nBasic profile:\n- Age: 18-24\n- Gender: Male\n- Education background: Master's Degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a medium general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: medium. This follower is moderately likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: medium. This follower is moderately likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: medium. This follower is moderately likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-04-30T15:54:11.872966Z\n- action_type: message\n- message: end point is the point 7\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-04-30T15:40:54.248541Z] follower | action_type=message\n  message: He\n- [2026-04-30T15:41:14.133486Z] follower | action_type=message\n  message: Hey\n- [2026-04-30T15:41:34.178580Z] follower | action_type=message\n  message: any hint available??\n- [2026-04-30T15:42:06.921219Z] follower | action_type=message\n  message: I got igloo, forest, suspension bridge, volcano, pyramid, and dinosaur bones\n- [2026-04-30T15:42:20.716209Z] follower | action_type=message\n  message: my starting point is right side of dinosaur bones\n- [2026-04-30T15:42:23.957693Z] follower | action_type=message\n  message: yup\n- [2026-04-30T15:43:16.462542Z] follower | action_type=message\n  message: So throughout the route, can you list the landmarks first?\n- [2026-04-30T15:43:54.970712Z] follower | action_type=message\n  message: okay how about pyramid, forest, and igloo?\n- [2026-04-30T15:44:57.986519Z] follower | action_type=message\n  message: nice nice\n- [2026-04-30T15:45:15.496575Z] follower | action_type=message\n  message: so i think the first thing is that my map's location of pyramid is wrong\n- [2026-04-30T15:45:46.227915Z] follower | action_type=message\n  message: since mine is level wise a bit below dinosaur bones and its mid left.\n- [2026-04-30T15:45:50.302463Z] follower | action_type=message\n  message: sounds good\n- [2026-04-30T15:45:58.746907Z] follower | action_type=message\n  message: so cna you kinda describe the route?\n- [2026-04-30T15:46:02.966497Z] follower | action_type=message\n  message: *can\n- [2026-04-30T15:51:21.160214Z] follower | action_type=message\n  message: ok\n- [2026-04-30T15:51:30.203231Z] follower | action_type=message\n  message: where is the end point?\n- [2026-04-30T15:54:09.079638Z] follower | action_type=message\n  message: also, is the pyramid more right side of forest too?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Probably understood our situation but I was not fully sure\", \"self_reasoning\": \"Confirming the situation with my partner\", \"rationale\": \"Making clarification of the endpoint and my previous route description.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study8", "participant_name": "Reese", "timeline_index": 40, "step_index": 11}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Reese\n\nBasic profile:\n- Age: 18-24\n- Gender: Male\n- Education background: Master's Degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a medium general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: medium. This follower is moderately likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: medium. This follower is moderately likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: medium. This follower is moderately likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-04-30T15:55:38.071493Z\n- action_type: message\n- message: Yes, the pyramid more right side of forest too,\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-04-30T15:40:54.248541Z] follower | action_type=message\n  message: He\n- [2026-04-30T15:41:14.133486Z] follower | action_type=message\n  message: Hey\n- [2026-04-30T15:41:34.178580Z] follower | action_type=message\n  message: any hint available??\n- [2026-04-30T15:42:06.921219Z] follower | action_type=message\n  message: I got igloo, forest, suspension bridge, volcano, pyramid, and dinosaur bones\n- [2026-04-30T15:42:20.716209Z] follower | action_type=message\n  message: my starting point is right side of dinosaur bones\n- [2026-04-30T15:42:23.957693Z] follower | action_type=message\n  message: yup\n- [2026-04-30T15:43:16.462542Z] follower | action_type=message\n  message: So throughout the route, can you list the landmarks first?\n- [2026-04-30T15:43:54.970712Z] follower | action_type=message\n  message: okay how about pyramid, forest, and igloo?\n- [2026-04-30T15:44:57.986519Z] follower | action_type=message\n  message: nice nice\n- [2026-04-30T15:45:15.496575Z] follower | action_type=message\n  message: so i think the first thing is that my map's location of pyramid is wrong\n- [2026-04-30T15:45:46.227915Z] follower | action_type=message\n  message: since mine is level wise a bit below dinosaur bones and its mid left.\n- [2026-04-30T15:45:50.302463Z] follower | action_type=message\n  message: sounds good\n- [2026-04-30T15:45:58.746907Z] follower | action_type=message\n  message: so cna you kinda describe the route?\n- [2026-04-30T15:46:02.966497Z] follower | action_type=message\n  message: *can\n- [2026-04-30T15:51:21.160214Z] follower | action_type=message\n  message: ok\n- [2026-04-30T15:51:30.203231Z] follower | action_type=message\n  message: where is the end point?\n- [2026-04-30T15:54:09.079638Z] follower | action_type=message\n  message: also, is the pyramid more right side of forest too?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Probably understood our situation but I was not fully sure\", \"self_reasoning\": \"Confirming the situation with my partner\", \"rationale\": \"clarify the location of the pyramid.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study8", "participant_name": "Reese", "timeline_index": 44, "step_index": 12}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Reese\n\nBasic profile:\n- Age: 18-24\n- Gender: Male\n- Education background: Master's Degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a medium general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: medium. This follower is moderately likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: medium. This follower is moderately likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: medium. This follower is moderately likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-04-30T15:55:55.660568Z\n- action_type: message\n- message: Pyramid: The most Bottom Right\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-04-30T15:40:54.248541Z] follower | action_type=message\n  message: He\n- [2026-04-30T15:41:14.133486Z] follower | action_type=message\n  message: Hey\n- [2026-04-30T15:41:34.178580Z] follower | action_type=message\n  message: any hint available??\n- [2026-04-30T15:42:06.921219Z] follower | action_type=message\n  message: I got igloo, forest, suspension bridge, volcano, pyramid, and dinosaur bones\n- [2026-04-30T15:42:20.716209Z] follower | action_type=message\n  message: my starting point is right side of dinosaur bones\n- [2026-04-30T15:42:23.957693Z] follower | action_type=message\n  message: yup\n- [2026-04-30T15:43:16.462542Z] follower | action_type=message\n  message: So throughout the route, can you list the landmarks first?\n- [2026-04-30T15:43:54.970712Z] follower | action_type=message\n  message: okay how about pyramid, forest, and igloo?\n- [2026-04-30T15:44:57.986519Z] follower | action_type=message\n  message: nice nice\n- [2026-04-30T15:45:15.496575Z] follower | action_type=message\n  message: so i think the first thing is that my map's location of pyramid is wrong\n- [2026-04-30T15:45:46.227915Z] follower | action_type=message\n  message: since mine is level wise a bit below dinosaur bones and its mid left.\n- [2026-04-30T15:45:50.302463Z] follower | action_type=message\n  message: sounds good\n- [2026-04-30T15:45:58.746907Z] follower | action_type=message\n  message: so cna you kinda describe the route?\n- [2026-04-30T15:46:02.966497Z] follower | action_type=message\n  message: *can\n- [2026-04-30T15:51:21.160214Z] follower | action_type=message\n  message: ok\n- [2026-04-30T15:51:30.203231Z] follower | action_type=message\n  message: where is the end point?\n- [2026-04-30T15:54:09.079638Z] follower | action_type=message\n  message: also, is the pyramid more right side of forest too?\n- [2026-04-30T15:55:45.627364Z] follower | action_type=message\n  message: okok\n- [2026-04-30T15:55:55.607109Z] follower | action_type=message\n  message: so hit the left of the forest and top of igloo?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Probably understood our situation but I was not fully sure\", \"self_reasoning\": \"Confirming the situation with my partner\", \"rationale\": \"description of the road till the end.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study8", "participant_name": "Reese", "timeline_index": 48, "step_index": 13}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Reese\n\nBasic profile:\n- Age: 18-24\n- Gender: Male\n- Education background: Master's Degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a medium general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: medium. This follower is moderately likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: medium. This follower is moderately likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: medium. This follower is moderately likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-04-30T15:56:35.912489Z\n- action_type: message\n- message: Which point you are referring to?\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-04-30T15:40:54.248541Z] follower | action_type=message\n  message: He\n- [2026-04-30T15:41:14.133486Z] follower | action_type=message\n  message: Hey\n- [2026-04-30T15:41:34.178580Z] follower | action_type=message\n  message: any hint available??\n- [2026-04-30T15:42:06.921219Z] follower | action_type=message\n  message: I got igloo, forest, suspension bridge, volcano, pyramid, and dinosaur bones\n- [2026-04-30T15:42:20.716209Z] follower | action_type=message\n  message: my starting point is right side of dinosaur bones\n- [2026-04-30T15:42:23.957693Z] follower | action_type=message\n  message: yup\n- [2026-04-30T15:43:16.462542Z] follower | action_type=message\n  message: So throughout the route, can you list the landmarks first?\n- [2026-04-30T15:43:54.970712Z] follower | action_type=message\n  message: okay how about pyramid, forest, and igloo?\n- [2026-04-30T15:44:57.986519Z] follower | action_type=message\n  message: nice nice\n- [2026-04-30T15:45:15.496575Z] follower | action_type=message\n  message: so i think the first thing is that my map's location of pyramid is wrong\n- [2026-04-30T15:45:46.227915Z] follower | action_type=message\n  message: since mine is level wise a bit below dinosaur bones and its mid left.\n- [2026-04-30T15:45:50.302463Z] follower | action_type=message\n  message: sounds good\n- [2026-04-30T15:45:58.746907Z] follower | action_type=message\n  message: so cna you kinda describe the route?\n- [2026-04-30T15:46:02.966497Z] follower | action_type=message\n  message: *can\n- [2026-04-30T15:51:21.160214Z] follower | action_type=message\n  message: ok\n- [2026-04-30T15:51:30.203231Z] follower | action_type=message\n  message: where is the end point?\n- [2026-04-30T15:54:09.079638Z] follower | action_type=message\n  message: also, is the pyramid more right side of forest too?\n- [2026-04-30T15:55:45.627364Z] follower | action_type=message\n  message: okok\n- [2026-04-30T15:55:55.607109Z] follower | action_type=message\n  message: so hit the left of the forest and top of igloo?\n- [2026-04-30T15:56:12.808657Z] follower | action_type=message\n  message: is it just the midpoint of bridge and igloo?\n- [2026-04-30T15:56:16.965653Z] follower | action_type=message\n  message: or more igloo side\n- [2026-04-30T15:56:32.538085Z] follower | action_type=message\n  message: I got my pyramid location well. thanks !\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Something was unclear and we were working it out\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Confirming the situation with my partner\", \"rationale\": \"trying to relate to his experience\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study8", "participant_name": "Reese", "timeline_index": 52, "step_index": 14}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Reese\n\nBasic profile:\n- Age: 18-24\n- Gender: Male\n- Education background: Master's Degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a medium general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: medium. This follower is moderately likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: medium. This follower is moderately likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: medium. This follower is moderately likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-04-30T15:57:24.048803Z\n- action_type: message\n- message: The next one after the forest is the top of igloo\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-04-30T15:40:54.248541Z] follower | action_type=message\n  message: He\n- [2026-04-30T15:41:14.133486Z] follower | action_type=message\n  message: Hey\n- [2026-04-30T15:41:34.178580Z] follower | action_type=message\n  message: any hint available??\n- [2026-04-30T15:42:06.921219Z] follower | action_type=message\n  message: I got igloo, forest, suspension bridge, volcano, pyramid, and dinosaur bones\n- [2026-04-30T15:42:20.716209Z] follower | action_type=message\n  message: my starting point is right side of dinosaur bones\n- [2026-04-30T15:42:23.957693Z] follower | action_type=message\n  message: yup\n- [2026-04-30T15:43:16.462542Z] follower | action_type=message\n  message: So throughout the route, can you list the landmarks first?\n- [2026-04-30T15:43:54.970712Z] follower | action_type=message\n  message: okay how about pyramid, forest, and igloo?\n- [2026-04-30T15:44:57.986519Z] follower | action_type=message\n  message: nice nice\n- [2026-04-30T15:45:15.496575Z] follower | action_type=message\n  message: so i think the first thing is that my map's location of pyramid is wrong\n- [2026-04-30T15:45:46.227915Z] follower | action_type=message\n  message: since mine is level wise a bit below dinosaur bones and its mid left.\n- [2026-04-30T15:45:50.302463Z] follower | action_type=message\n  message: sounds good\n- [2026-04-30T15:45:58.746907Z] follower | action_type=message\n  message: so cna you kinda describe the route?\n- [2026-04-30T15:46:02.966497Z] follower | action_type=message\n  message: *can\n- [2026-04-30T15:51:21.160214Z] follower | action_type=message\n  message: ok\n- [2026-04-30T15:51:30.203231Z] follower | action_type=message\n  message: where is the end point?\n- [2026-04-30T15:54:09.079638Z] follower | action_type=message\n  message: also, is the pyramid more right side of forest too?\n- [2026-04-30T15:55:45.627364Z] follower | action_type=message\n  message: okok\n- [2026-04-30T15:55:55.607109Z] follower | action_type=message\n  message: so hit the left of the forest and top of igloo?\n- [2026-04-30T15:56:12.808657Z] follower | action_type=message\n  message: is it just the midpoint of bridge and igloo?\n- [2026-04-30T15:56:16.965653Z] follower | action_type=message\n  message: or more igloo side\n- [2026-04-30T15:56:32.538085Z] follower | action_type=message\n  message: I got my pyramid location well. thanks !\n- [2026-04-30T15:56:45.841418Z] follower | action_type=message\n  message: uh like im not sure\n- [2026-04-30T15:56:47.742473Z] follower | action_type=message\n  message: for 7\n- [2026-04-30T15:56:57.374143Z] follower | action_type=message\n  message: like i drew the line left side of forest\n- [2026-04-30T15:57:03.478850Z] follower | action_type=message\n  message: and wasnt sure where to end.\n- [2026-04-30T15:57:09.823362Z] follower | action_type=message\n  message: like top of the igloo?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Something was unclear and we were working it out\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Confirming the situation with my partner\", \"rationale\": \"making clarification of the sixth point\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study8", "participant_name": "Reese", "timeline_index": 58, "step_index": 15}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Reese\n\nBasic profile:\n- Age: 18-24\n- Gender: Male\n- Education background: Master's Degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a medium general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: medium. This follower is moderately likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: medium. This follower is moderately likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: medium. This follower is moderately likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-04-30T15:57:36.258364Z\n- action_type: message\n- message: The end point is the bottom of the suspension bridge\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-04-30T15:40:54.248541Z] follower | action_type=message\n  message: He\n- [2026-04-30T15:41:14.133486Z] follower | action_type=message\n  message: Hey\n- [2026-04-30T15:41:34.178580Z] follower | action_type=message\n  message: any hint available??\n- [2026-04-30T15:42:06.921219Z] follower | action_type=message\n  message: I got igloo, forest, suspension bridge, volcano, pyramid, and dinosaur bones\n- [2026-04-30T15:42:20.716209Z] follower | action_type=message\n  message: my starting point is right side of dinosaur bones\n- [2026-04-30T15:42:23.957693Z] follower | action_type=message\n  message: yup\n- [2026-04-30T15:43:16.462542Z] follower | action_type=message\n  message: So throughout the route, can you list the landmarks first?\n- [2026-04-30T15:43:54.970712Z] follower | action_type=message\n  message: okay how about pyramid, forest, and igloo?\n- [2026-04-30T15:44:57.986519Z] follower | action_type=message\n  message: nice nice\n- [2026-04-30T15:45:15.496575Z] follower | action_type=message\n  message: so i think the first thing is that my map's location of pyramid is wrong\n- [2026-04-30T15:45:46.227915Z] follower | action_type=message\n  message: since mine is level wise a bit below dinosaur bones and its mid left.\n- [2026-04-30T15:45:50.302463Z] follower | action_type=message\n  message: sounds good\n- [2026-04-30T15:45:58.746907Z] follower | action_type=message\n  message: so cna you kinda describe the route?\n- [2026-04-30T15:46:02.966497Z] follower | action_type=message\n  message: *can\n- [2026-04-30T15:51:21.160214Z] follower | action_type=message\n  message: ok\n- [2026-04-30T15:51:30.203231Z] follower | action_type=message\n  message: where is the end point?\n- [2026-04-30T15:54:09.079638Z] follower | action_type=message\n  message: also, is the pyramid more right side of forest too?\n- [2026-04-30T15:55:45.627364Z] follower | action_type=message\n  message: okok\n- [2026-04-30T15:55:55.607109Z] follower | action_type=message\n  message: so hit the left of the forest and top of igloo?\n- [2026-04-30T15:56:12.808657Z] follower | action_type=message\n  message: is it just the midpoint of bridge and igloo?\n- [2026-04-30T15:56:16.965653Z] follower | action_type=message\n  message: or more igloo side\n- [2026-04-30T15:56:32.538085Z] follower | action_type=message\n  message: I got my pyramid location well. thanks !\n- [2026-04-30T15:56:45.841418Z] follower | action_type=message\n  message: uh like im not sure\n- [2026-04-30T15:56:47.742473Z] follower | action_type=message\n  message: for 7\n- [2026-04-30T15:56:57.374143Z] follower | action_type=message\n  message: like i drew the line left side of forest\n- [2026-04-30T15:57:03.478850Z] follower | action_type=message\n  message: and wasnt sure where to end.\n- [2026-04-30T15:57:09.823362Z] follower | action_type=message\n  message: like top of the igloo?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Something was unclear and we were working it out\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Confirming the situation with my partner\", \"rationale\": \"making clarification of the 7th point\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study8", "participant_name": "Reese", "timeline_index": 59, "step_index": 16}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Reese\n\nBasic profile:\n- Age: 18-24\n- Gender: Male\n- Education background: Master's Degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a medium general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: medium. This follower is moderately likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: medium. This follower is moderately likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: medium. This follower is moderately likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-04-30T15:57:45.136961Z\n- action_type: message\n- message: point 6: The next one after the forest is the top of igloo\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-04-30T15:40:54.248541Z] follower | action_type=message\n  message: He\n- [2026-04-30T15:41:14.133486Z] follower | action_type=message\n  message: Hey\n- [2026-04-30T15:41:34.178580Z] follower | action_type=message\n  message: any hint available??\n- [2026-04-30T15:42:06.921219Z] follower | action_type=message\n  message: I got igloo, forest, suspension bridge, volcano, pyramid, and dinosaur bones\n- [2026-04-30T15:42:20.716209Z] follower | action_type=message\n  message: my starting point is right side of dinosaur bones\n- [2026-04-30T15:42:23.957693Z] follower | action_type=message\n  message: yup\n- [2026-04-30T15:43:16.462542Z] follower | action_type=message\n  message: So throughout the route, can you list the landmarks first?\n- [2026-04-30T15:43:54.970712Z] follower | action_type=message\n  message: okay how about pyramid, forest, and igloo?\n- [2026-04-30T15:44:57.986519Z] follower | action_type=message\n  message: nice nice\n- [2026-04-30T15:45:15.496575Z] follower | action_type=message\n  message: so i think the first thing is that my map's location of pyramid is wrong\n- [2026-04-30T15:45:46.227915Z] follower | action_type=message\n  message: since mine is level wise a bit below dinosaur bones and its mid left.\n- [2026-04-30T15:45:50.302463Z] follower | action_type=message\n  message: sounds good\n- [2026-04-30T15:45:58.746907Z] follower | action_type=message\n  message: so cna you kinda describe the route?\n- [2026-04-30T15:46:02.966497Z] follower | action_type=message\n  message: *can\n- [2026-04-30T15:51:21.160214Z] follower | action_type=message\n  message: ok\n- [2026-04-30T15:51:30.203231Z] follower | action_type=message\n  message: where is the end point?\n- [2026-04-30T15:54:09.079638Z] follower | action_type=message\n  message: also, is the pyramid more right side of forest too?\n- [2026-04-30T15:55:45.627364Z] follower | action_type=message\n  message: okok\n- [2026-04-30T15:55:55.607109Z] follower | action_type=message\n  message: so hit the left of the forest and top of igloo?\n- [2026-04-30T15:56:12.808657Z] follower | action_type=message\n  message: is it just the midpoint of bridge and igloo?\n- [2026-04-30T15:56:16.965653Z] follower | action_type=message\n  message: or more igloo side\n- [2026-04-30T15:56:32.538085Z] follower | action_type=message\n  message: I got my pyramid location well. thanks !\n- [2026-04-30T15:56:45.841418Z] follower | action_type=message\n  message: uh like im not sure\n- [2026-04-30T15:56:47.742473Z] follower | action_type=message\n  message: for 7\n- [2026-04-30T15:56:57.374143Z] follower | action_type=message\n  message: like i drew the line left side of forest\n- [2026-04-30T15:57:03.478850Z] follower | action_type=message\n  message: and wasnt sure where to end.\n- [2026-04-30T15:57:09.823362Z] follower | action_type=message\n  message: like top of the igloo?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Something was unclear and we were working it out\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Confirming the situation with my partner\", \"rationale\": \"making clarification of the 6th point\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study8", "participant_name": "Reese", "timeline_index": 60, "step_index": 17}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Reese\n\nBasic profile:\n- Age: 18-24\n- Gender: Male\n- Education background: Master's Degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a medium general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: medium. This follower is moderately likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: medium. This follower is moderately likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: medium. This follower is moderately likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-04-30T15:57:53.930452Z\n- action_type: message\n- message: point 7: The end point is the bottom of the suspension bridge\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-04-30T15:40:54.248541Z] follower | action_type=message\n  message: He\n- [2026-04-30T15:41:14.133486Z] follower | action_type=message\n  message: Hey\n- [2026-04-30T15:41:34.178580Z] follower | action_type=message\n  message: any hint available??\n- [2026-04-30T15:42:06.921219Z] follower | action_type=message\n  message: I got igloo, forest, suspension bridge, volcano, pyramid, and dinosaur bones\n- [2026-04-30T15:42:20.716209Z] follower | action_type=message\n  message: my starting point is right side of dinosaur bones\n- [2026-04-30T15:42:23.957693Z] follower | action_type=message\n  message: yup\n- [2026-04-30T15:43:16.462542Z] follower | action_type=message\n  message: So throughout the route, can you list the landmarks first?\n- [2026-04-30T15:43:54.970712Z] follower | action_type=message\n  message: okay how about pyramid, forest, and igloo?\n- [2026-04-30T15:44:57.986519Z] follower | action_type=message\n  message: nice nice\n- [2026-04-30T15:45:15.496575Z] follower | action_type=message\n  message: so i think the first thing is that my map's location of pyramid is wrong\n- [2026-04-30T15:45:46.227915Z] follower | action_type=message\n  message: since mine is level wise a bit below dinosaur bones and its mid left.\n- [2026-04-30T15:45:50.302463Z] follower | action_type=message\n  message: sounds good\n- [2026-04-30T15:45:58.746907Z] follower | action_type=message\n  message: so cna you kinda describe the route?\n- [2026-04-30T15:46:02.966497Z] follower | action_type=message\n  message: *can\n- [2026-04-30T15:51:21.160214Z] follower | action_type=message\n  message: ok\n- [2026-04-30T15:51:30.203231Z] follower | action_type=message\n  message: where is the end point?\n- [2026-04-30T15:54:09.079638Z] follower | action_type=message\n  message: also, is the pyramid more right side of forest too?\n- [2026-04-30T15:55:45.627364Z] follower | action_type=message\n  message: okok\n- [2026-04-30T15:55:55.607109Z] follower | action_type=message\n  message: so hit the left of the forest and top of igloo?\n- [2026-04-30T15:56:12.808657Z] follower | action_type=message\n  message: is it just the midpoint of bridge and igloo?\n- [2026-04-30T15:56:16.965653Z] follower | action_type=message\n  message: or more igloo side\n- [2026-04-30T15:56:32.538085Z] follower | action_type=message\n  message: I got my pyramid location well. thanks !\n- [2026-04-30T15:56:45.841418Z] follower | action_type=message\n  message: uh like im not sure\n- [2026-04-30T15:56:47.742473Z] follower | action_type=message\n  message: for 7\n- [2026-04-30T15:56:57.374143Z] follower | action_type=message\n  message: like i drew the line left side of forest\n- [2026-04-30T15:57:03.478850Z] follower | action_type=message\n  message: and wasnt sure where to end.\n- [2026-04-30T15:57:09.823362Z] follower | action_type=message\n  message: like top of the igloo?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Something was unclear and we were working it out\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Confirming the situation with my partner\", \"rationale\": \"making clarification of the 7th point\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study8", "participant_name": "Reese", "timeline_index": 61, "step_index": 18}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Reese\n\nBasic profile:\n- Age: 18-24\n- Gender: Male\n- Education background: Master's Degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a medium general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: medium. This follower is moderately likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: medium. This follower is moderately likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: medium. This follower is moderately likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-04-30T15:58:11.738121Z\n- action_type: message\n- message: Yes\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-04-30T15:40:54.248541Z] follower | action_type=message\n  message: He\n- [2026-04-30T15:41:14.133486Z] follower | action_type=message\n  message: Hey\n- [2026-04-30T15:41:34.178580Z] follower | action_type=message\n  message: any hint available??\n- [2026-04-30T15:42:06.921219Z] follower | action_type=message\n  message: I got igloo, forest, suspension bridge, volcano, pyramid, and dinosaur bones\n- [2026-04-30T15:42:20.716209Z] follower | action_type=message\n  message: my starting point is right side of dinosaur bones\n- [2026-04-30T15:42:23.957693Z] follower | action_type=message\n  message: yup\n- [2026-04-30T15:43:16.462542Z] follower | action_type=message\n  message: So throughout the route, can you list the landmarks first?\n- [2026-04-30T15:43:54.970712Z] follower | action_type=message\n  message: okay how about pyramid, forest, and igloo?\n- [2026-04-30T15:44:57.986519Z] follower | action_type=message\n  message: nice nice\n- [2026-04-30T15:45:15.496575Z] follower | action_type=message\n  message: so i think the first thing is that my map's location of pyramid is wrong\n- [2026-04-30T15:45:46.227915Z] follower | action_type=message\n  message: since mine is level wise a bit below dinosaur bones and its mid left.\n- [2026-04-30T15:45:50.302463Z] follower | action_type=message\n  message: sounds good\n- [2026-04-30T15:45:58.746907Z] follower | action_type=message\n  message: so cna you kinda describe the route?\n- [2026-04-30T15:46:02.966497Z] follower | action_type=message\n  message: *can\n- [2026-04-30T15:51:21.160214Z] follower | action_type=message\n  message: ok\n- [2026-04-30T15:51:30.203231Z] follower | action_type=message\n  message: where is the end point?\n- [2026-04-30T15:54:09.079638Z] follower | action_type=message\n  message: also, is the pyramid more right side of forest too?\n- [2026-04-30T15:55:45.627364Z] follower | action_type=message\n  message: okok\n- [2026-04-30T15:55:55.607109Z] follower | action_type=message\n  message: so hit the left of the forest and top of igloo?\n- [2026-04-30T15:56:12.808657Z] follower | action_type=message\n  message: is it just the midpoint of bridge and igloo?\n- [2026-04-30T15:56:16.965653Z] follower | action_type=message\n  message: or more igloo side\n- [2026-04-30T15:56:32.538085Z] follower | action_type=message\n  message: I got my pyramid location well. thanks !\n- [2026-04-30T15:56:45.841418Z] follower | action_type=message\n  message: uh like im not sure\n- [2026-04-30T15:56:47.742473Z] follower | action_type=message\n  message: for 7\n- [2026-04-30T15:56:57.374143Z] follower | action_type=message\n  message: like i drew the line left side of forest\n- [2026-04-30T15:57:03.478850Z] follower | action_type=message\n  message: and wasnt sure where to end.\n- [2026-04-30T15:57:09.823362Z] follower | action_type=message\n  message: like top of the igloo?\n- [2026-04-30T15:58:02.256683Z] follower | action_type=message\n  message: so just quick curve from the left side of the forest?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Confirming the situation with my partner\", \"rationale\": \"making confirmation\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study8", "participant_name": "Reese", "timeline_index": 69, "step_index": 19}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Reese\n\nBasic profile:\n- Age: 18-24\n- Gender: Male\n- Education background: Master's Degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a medium general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: medium. This follower is moderately likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: medium. This follower is moderately likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: medium. This follower is moderately likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-04-30T15:58:37.280236Z\n- action_type: message\n- message: Cool.\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-04-30T15:40:54.248541Z] follower | action_type=message\n  message: He\n- [2026-04-30T15:41:14.133486Z] follower | action_type=message\n  message: Hey\n- [2026-04-30T15:41:34.178580Z] follower | action_type=message\n  message: any hint available??\n- [2026-04-30T15:42:06.921219Z] follower | action_type=message\n  message: I got igloo, forest, suspension bridge, volcano, pyramid, and dinosaur bones\n- [2026-04-30T15:42:20.716209Z] follower | action_type=message\n  message: my starting point is right side of dinosaur bones\n- [2026-04-30T15:42:23.957693Z] follower | action_type=message\n  message: yup\n- [2026-04-30T15:43:16.462542Z] follower | action_type=message\n  message: So throughout the route, can you list the landmarks first?\n- [2026-04-30T15:43:54.970712Z] follower | action_type=message\n  message: okay how about pyramid, forest, and igloo?\n- [2026-04-30T15:44:57.986519Z] follower | action_type=message\n  message: nice nice\n- [2026-04-30T15:45:15.496575Z] follower | action_type=message\n  message: so i think the first thing is that my map's location of pyramid is wrong\n- [2026-04-30T15:45:46.227915Z] follower | action_type=message\n  message: since mine is level wise a bit below dinosaur bones and its mid left.\n- [2026-04-30T15:45:50.302463Z] follower | action_type=message\n  message: sounds good\n- [2026-04-30T15:45:58.746907Z] follower | action_type=message\n  message: so cna you kinda describe the route?\n- [2026-04-30T15:46:02.966497Z] follower | action_type=message\n  message: *can\n- [2026-04-30T15:51:21.160214Z] follower | action_type=message\n  message: ok\n- [2026-04-30T15:51:30.203231Z] follower | action_type=message\n  message: where is the end point?\n- [2026-04-30T15:54:09.079638Z] follower | action_type=message\n  message: also, is the pyramid more right side of forest too?\n- [2026-04-30T15:55:45.627364Z] follower | action_type=message\n  message: okok\n- [2026-04-30T15:55:55.607109Z] follower | action_type=message\n  message: so hit the left of the forest and top of igloo?\n- [2026-04-30T15:56:12.808657Z] follower | action_type=message\n  message: is it just the midpoint of bridge and igloo?\n- [2026-04-30T15:56:16.965653Z] follower | action_type=message\n  message: or more igloo side\n- [2026-04-30T15:56:32.538085Z] follower | action_type=message\n  message: I got my pyramid location well. thanks !\n- [2026-04-30T15:56:45.841418Z] follower | action_type=message\n  message: uh like im not sure\n- [2026-04-30T15:56:47.742473Z] follower | action_type=message\n  message: for 7\n- [2026-04-30T15:56:57.374143Z] follower | action_type=message\n  message: like i drew the line left side of forest\n- [2026-04-30T15:57:03.478850Z] follower | action_type=message\n  message: and wasnt sure where to end.\n- [2026-04-30T15:57:09.823362Z] follower | action_type=message\n  message: like top of the igloo?\n- [2026-04-30T15:58:02.256683Z] follower | action_type=message\n  message: so just quick curve from the left side of the forest?\n- [2026-04-30T15:58:21.774312Z] follower | action_type=message\n  message: Awesome !\n- [2026-04-30T15:58:31.517959Z] follower | action_type=message\n  message: I think we are good to go. good work Reese\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Confirming the situation with my partner\", \"rationale\": \"Being friendly.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study8", "participant_name": "Reese", "timeline_index": 75, "step_index": 20}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Reese\n\nBasic profile:\n- Age: 18-24\n- Gender: Male\n- Education background: Master's Degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a medium general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: medium. This follower is moderately likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: medium. This follower is moderately likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: medium. This follower is moderately likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-04-30T15:58:54.696049Z\n- action_type: message\n- message: Thank you.\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-04-30T15:40:54.248541Z] follower | action_type=message\n  message: He\n- [2026-04-30T15:41:14.133486Z] follower | action_type=message\n  message: Hey\n- [2026-04-30T15:41:34.178580Z] follower | action_type=message\n  message: any hint available??\n- [2026-04-30T15:42:06.921219Z] follower | action_type=message\n  message: I got igloo, forest, suspension bridge, volcano, pyramid, and dinosaur bones\n- [2026-04-30T15:42:20.716209Z] follower | action_type=message\n  message: my starting point is right side of dinosaur bones\n- [2026-04-30T15:42:23.957693Z] follower | action_type=message\n  message: yup\n- [2026-04-30T15:43:16.462542Z] follower | action_type=message\n  message: So throughout the route, can you list the landmarks first?\n- [2026-04-30T15:43:54.970712Z] follower | action_type=message\n  message: okay how about pyramid, forest, and igloo?\n- [2026-04-30T15:44:57.986519Z] follower | action_type=message\n  message: nice nice\n- [2026-04-30T15:45:15.496575Z] follower | action_type=message\n  message: so i think the first thing is that my map's location of pyramid is wrong\n- [2026-04-30T15:45:46.227915Z] follower | action_type=message\n  message: since mine is level wise a bit below dinosaur bones and its mid left.\n- [2026-04-30T15:45:50.302463Z] follower | action_type=message\n  message: sounds good\n- [2026-04-30T15:45:58.746907Z] follower | action_type=message\n  message: so cna you kinda describe the route?\n- [2026-04-30T15:46:02.966497Z] follower | action_type=message\n  message: *can\n- [2026-04-30T15:51:21.160214Z] follower | action_type=message\n  message: ok\n- [2026-04-30T15:51:30.203231Z] follower | action_type=message\n  message: where is the end point?\n- [2026-04-30T15:54:09.079638Z] follower | action_type=message\n  message: also, is the pyramid more right side of forest too?\n- [2026-04-30T15:55:45.627364Z] follower | action_type=message\n  message: okok\n- [2026-04-30T15:55:55.607109Z] follower | action_type=message\n  message: so hit the left of the forest and top of igloo?\n- [2026-04-30T15:56:12.808657Z] follower | action_type=message\n  message: is it just the midpoint of bridge and igloo?\n- [2026-04-30T15:56:16.965653Z] follower | action_type=message\n  message: or more igloo side\n- [2026-04-30T15:56:32.538085Z] follower | action_type=message\n  message: I got my pyramid location well. thanks !\n- [2026-04-30T15:56:45.841418Z] follower | action_type=message\n  message: uh like im not sure\n- [2026-04-30T15:56:47.742473Z] follower | action_type=message\n  message: for 7\n- [2026-04-30T15:56:57.374143Z] follower | action_type=message\n  message: like i drew the line left side of forest\n- [2026-04-30T15:57:03.478850Z] follower | action_type=message\n  message: and wasnt sure where to end.\n- [2026-04-30T15:57:09.823362Z] follower | action_type=message\n  message: like top of the igloo?\n- [2026-04-30T15:58:02.256683Z] follower | action_type=message\n  message: so just quick curve from the left side of the forest?\n- [2026-04-30T15:58:21.774312Z] follower | action_type=message\n  message: Awesome !\n- [2026-04-30T15:58:31.517959Z] follower | action_type=message\n  message: I think we are good to go. good work Reese\n- [2026-04-30T15:58:43.871538Z] follower | action_type=message\n  message: I will submit it\n- [2026-04-30T15:58:45.982800Z] follower | action_type=message\n  message: Thanks\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Confirming the situation with my partner\", \"rationale\": \"Being friendly.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study8", "participant_name": "Reese", "timeline_index": 78, "step_index": 21}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Elio\n\nBasic profile:\n- Age: 18-24\n- Gender: Female\n- Education background: Bachelor's Degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T19:10:40.276380Z\n- action_type: message\n- message: starting from dinasaur bones\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "(No prior follower chat messages in the merged timeline yet. In this experiment, the guide’s prompt history includes only follower messages—not follower draw/erase.)\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Exploring on my own to gather information\", \"rationale\": \"So, we are trying to solve this map, and there is some mismatch between the landmarks between my version and my partner's version of the map, so we hope to figure out where the landmarks are mismatching and what is the route for that. So I started off by describing where to start.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study21", "participant_name": "Elio", "timeline_index": 2, "step_index": 0}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Elio\n\nBasic profile:\n- Age: 18-24\n- Gender: Female\n- Education background: Bachelor's Degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T19:10:50.145600Z\n- action_type: message\n- message: bypass volcano on the left side\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "(No prior follower chat messages in the merged timeline yet. In this experiment, the guide’s prompt history includes only follower messages—not follower draw/erase.)\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Exploring on my own to gather information\", \"rationale\": \"So, we are trying to solve this map, and there is some mismatch between the landmarks between my version and my partner's version of the map, so we hope to figure out where the landmarks are mismatching and what is the route for that. So I started off by describing where to start.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study21", "participant_name": "Elio", "timeline_index": 3, "step_index": 1}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Elio\n\nBasic profile:\n- Age: 18-24\n- Gender: Female\n- Education background: Bachelor's Degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T19:11:00.721475Z\n- action_type: message\n- message: bypass forest on the right side\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "(No prior follower chat messages in the merged timeline yet. In this experiment, the guide’s prompt history includes only follower messages—not follower draw/erase.)\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Exploring on my own to gather information\", \"rationale\": \"So, we are trying to solve this map, and there is some mismatch between the landmarks between my version and my partner's version of the map, so we hope to figure out where the landmarks are mismatching and what is the route for that. So I started off by describing where to start.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study21", "participant_name": "Elio", "timeline_index": 4, "step_index": 2}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Elio\n\nBasic profile:\n- Age: 18-24\n- Gender: Female\n- Education background: Bachelor's Degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T19:11:12.267877Z\n- action_type: message\n- message: bypas pyramid from the bottom\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "(No prior follower chat messages in the merged timeline yet. In this experiment, the guide’s prompt history includes only follower messages—not follower draw/erase.)\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Exploring on my own to gather information\", \"rationale\": \"So, we are trying to solve this map, and there is some mismatch between the landmarks between my version and my partner's version of the map, so we hope to figure out where the landmarks are mismatching and what is the route for that. So I started off by describing where to start.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study21", "participant_name": "Elio", "timeline_index": 5, "step_index": 3}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Elio\n\nBasic profile:\n- Age: 18-24\n- Gender: Female\n- Education background: Bachelor's Degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T19:13:05.376722Z\n- action_type: message\n- message: and then the route moves up a bit to bypass forest on the left side\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "(No prior follower chat messages in the merged timeline yet. In this experiment, the guide’s prompt history includes only follower messages—not follower draw/erase.)\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Exploring on my own to gather information\", \"rationale\": \"So, we are trying to solve this map, and there is some mismatch between the landmarks between my version and my partner's version of the map, so we hope to figure out where the landmarks are mismatching and what is the route for that. So I started off by describing where to start.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study21", "participant_name": "Elio", "timeline_index": 8, "step_index": 4}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Elio\n\nBasic profile:\n- Age: 18-24\n- Gender: Female\n- Education background: Bachelor's Degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T19:13:25.409958Z\n- action_type: message\n- message: and slightly turns down to reach igloo on the top\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "(No prior follower chat messages in the merged timeline yet. In this experiment, the guide’s prompt history includes only follower messages—not follower draw/erase.)\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Exploring on my own to gather information\", \"rationale\": \"So, I kept giving instructions on where the route should be, how it's bypassing different landmarks. And I think my partner was drawing on the other side of the screen. Yeah.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study21", "participant_name": "Elio", "timeline_index": 9, "step_index": 5}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Elio\n\nBasic profile:\n- Age: 18-24\n- Gender: Female\n- Education background: Bachelor's Degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T19:14:59.461606Z\n- action_type: message\n- message: horizontally you should be seeing dinasaur bones, volcano, forest, pyramid\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T19:13:27.610982Z] follower | action_type=message\n  message: okay I see. Right now the pyramid and the volcano are on the wrong locations on my side. Can you briefly describe where they are\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Confirming the situation with my partner\", \"rationale\": \"So, we are still trying to figure out where the landmarks are and what is the route for the map. At this moment, my partner told me that there is a mismatch of the landmarks between my map and her map, so I'm trying to describe how things are placed on the map correctly.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study21", "participant_name": "Elio", "timeline_index": 18, "step_index": 6}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Elio\n\nBasic profile:\n- Age: 18-24\n- Gender: Female\n- Education background: Bachelor's Degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T19:15:22.977440Z\n- action_type: message\n- message: does that make sense?\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T19:13:27.610982Z] follower | action_type=message\n  message: okay I see. Right now the pyramid and the volcano are on the wrong locations on my side. Can you briefly describe where they are\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"So, we are still trying to figure out where the landmarks are and what is the route for the map. At this moment, my partner told me that there is a mismatch of the landmarks between my map and her map, so I'm trying to describe how things are placed on the map correctly.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study21", "participant_name": "Elio", "timeline_index": 19, "step_index": 7}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Elio\n\nBasic profile:\n- Age: 18-24\n- Gender: Female\n- Education background: Bachelor's Degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T19:15:57.600133Z\n- action_type: message\n- message: not exact horizontal but slightly lol\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T19:13:27.610982Z] follower | action_type=message\n  message: okay I see. Right now the pyramid and the volcano are on the wrong locations on my side. Can you briefly describe where they are\n- [2026-05-08T19:15:31.660413Z] follower | action_type=message\n  message: not really lol\n- [2026-05-08T19:15:38.257145Z] follower | action_type=message\n  message: are they on the same horizontal line?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"So, we are still trying to figure out where the landmarks are and what is the route for the map. At this moment, my partner told me that there is a mismatch of the landmarks between my map and her map, so I'm trying to describe how things are placed on the map correctly.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study21", "participant_name": "Elio", "timeline_index": 22, "step_index": 8}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Elio\n\nBasic profile:\n- Age: 18-24\n- Gender: Female\n- Education background: Bachelor's Degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T19:16:20.624366Z\n- action_type: message\n- message: so starting from dinosaur, the one beneath is volcano, and then it goes to forest and then pyramid\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T19:13:27.610982Z] follower | action_type=message\n  message: okay I see. Right now the pyramid and the volcano are on the wrong locations on my side. Can you briefly describe where they are\n- [2026-05-08T19:15:31.660413Z] follower | action_type=message\n  message: not really lol\n- [2026-05-08T19:15:38.257145Z] follower | action_type=message\n  message: are they on the same horizontal line?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"So, we are still trying to figure out where the landmarks are and what is the route for the map. At this moment, my partner told me that there is a mismatch of the landmarks between my map and her map, so I'm trying to describe how things are placed on the map correctly.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study21", "participant_name": "Elio", "timeline_index": 23, "step_index": 9}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Elio\n\nBasic profile:\n- Age: 18-24\n- Gender: Female\n- Education background: Bachelor's Degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T19:16:46.934023Z\n- action_type: message\n- message: dinosaur\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T19:13:27.610982Z] follower | action_type=message\n  message: okay I see. Right now the pyramid and the volcano are on the wrong locations on my side. Can you briefly describe where they are\n- [2026-05-08T19:15:31.660413Z] follower | action_type=message\n  message: not really lol\n- [2026-05-08T19:15:38.257145Z] follower | action_type=message\n  message: are they on the same horizontal line?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"So, we are still trying to figure out where the landmarks are and what is the route for the map. At this moment, my partner told me that there is a mismatch of the landmarks between my map and her map, so I'm trying to describe how things are placed on the map correctly.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study21", "participant_name": "Elio", "timeline_index": 24, "step_index": 10}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Elio\n\nBasic profile:\n- Age: 18-24\n- Gender: Female\n- Education background: Bachelor's Degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T19:16:52.868655Z\n- action_type: message\n- message: oops\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T19:13:27.610982Z] follower | action_type=message\n  message: okay I see. Right now the pyramid and the volcano are on the wrong locations on my side. Can you briefly describe where they are\n- [2026-05-08T19:15:31.660413Z] follower | action_type=message\n  message: not really lol\n- [2026-05-08T19:15:38.257145Z] follower | action_type=message\n  message: are they on the same horizontal line?\n- [2026-05-08T19:16:50.398162Z] follower | action_type=message\n  message: is this order left to right?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Something was unclear and we were working it out\", \"partner_intent\": \"Misunderstood and we were not aligned\", \"self_reasoning\": \"Repairing a mistake or misunderstanding\", \"rationale\": \"So at this moment I realized I described the locations wrong. I told them it's horizontal but it's actually vertical. So I felt really sorry about that and I'm trying to correct the understanding of my partner.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study21", "participant_name": "Elio", "timeline_index": 26, "step_index": 11}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Elio\n\nBasic profile:\n- Age: 18-24\n- Gender: Female\n- Education background: Bachelor's Degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T19:16:56.414268Z\n- action_type: message\n- message: up to bottom\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T19:13:27.610982Z] follower | action_type=message\n  message: okay I see. Right now the pyramid and the volcano are on the wrong locations on my side. Can you briefly describe where they are\n- [2026-05-08T19:15:31.660413Z] follower | action_type=message\n  message: not really lol\n- [2026-05-08T19:15:38.257145Z] follower | action_type=message\n  message: are they on the same horizontal line?\n- [2026-05-08T19:16:50.398162Z] follower | action_type=message\n  message: is this order left to right?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Something was unclear and we were working it out\", \"partner_intent\": \"Misunderstood and we were not aligned\", \"self_reasoning\": \"Repairing a mistake or misunderstanding\", \"rationale\": \"So at this moment I realized I described the locations wrong. I told them it's horizontal but it's actually vertical. So I felt really sorry about that and I'm trying to correct the understanding of my partner.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study21", "participant_name": "Elio", "timeline_index": 27, "step_index": 12}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Elio\n\nBasic profile:\n- Age: 18-24\n- Gender: Female\n- Education background: Bachelor's Degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T19:17:14.013153Z\n- action_type: message\n- message: omg yes\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T19:13:27.610982Z] follower | action_type=message\n  message: okay I see. Right now the pyramid and the volcano are on the wrong locations on my side. Can you briefly describe where they are\n- [2026-05-08T19:15:31.660413Z] follower | action_type=message\n  message: not really lol\n- [2026-05-08T19:15:38.257145Z] follower | action_type=message\n  message: are they on the same horizontal line?\n- [2026-05-08T19:16:50.398162Z] follower | action_type=message\n  message: is this order left to right?\n- [2026-05-08T19:17:06.243005Z] follower | action_type=message\n  message: oh so vertical line you mean\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Something was unclear and we were working it out\", \"partner_intent\": \"Misunderstood and we were not aligned\", \"self_reasoning\": \"Repairing a mistake or misunderstanding\", \"rationale\": \"So at this moment I realized I described the locations wrong. I told them it's horizontal but it's actually vertical. So I felt really sorry about that and I'm trying to correct the understanding of my partner.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study21", "participant_name": "Elio", "timeline_index": 29, "step_index": 13}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Elio\n\nBasic profile:\n- Age: 18-24\n- Gender: Female\n- Education background: Bachelor's Degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T19:17:20.601934Z\n- action_type: message\n- message: so messed up lol\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T19:13:27.610982Z] follower | action_type=message\n  message: okay I see. Right now the pyramid and the volcano are on the wrong locations on my side. Can you briefly describe where they are\n- [2026-05-08T19:15:31.660413Z] follower | action_type=message\n  message: not really lol\n- [2026-05-08T19:15:38.257145Z] follower | action_type=message\n  message: are they on the same horizontal line?\n- [2026-05-08T19:16:50.398162Z] follower | action_type=message\n  message: is this order left to right?\n- [2026-05-08T19:17:06.243005Z] follower | action_type=message\n  message: oh so vertical line you mean\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Something was unclear and we were working it out\", \"partner_intent\": \"Misunderstood and we were not aligned\", \"self_reasoning\": \"Repairing a mistake or misunderstanding\", \"rationale\": \"So at this moment I realized I described the locations wrong. I told them it's horizontal but it's actually vertical. So I felt really sorry about that and I'm trying to correct the understanding of my partner.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study21", "participant_name": "Elio", "timeline_index": 30, "step_index": 14}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Elio\n\nBasic profile:\n- Age: 18-24\n- Gender: Female\n- Education background: Bachelor's Degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T19:17:24.638805Z\n- action_type: message\n- message: so sorry\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T19:13:27.610982Z] follower | action_type=message\n  message: okay I see. Right now the pyramid and the volcano are on the wrong locations on my side. Can you briefly describe where they are\n- [2026-05-08T19:15:31.660413Z] follower | action_type=message\n  message: not really lol\n- [2026-05-08T19:15:38.257145Z] follower | action_type=message\n  message: are they on the same horizontal line?\n- [2026-05-08T19:16:50.398162Z] follower | action_type=message\n  message: is this order left to right?\n- [2026-05-08T19:17:06.243005Z] follower | action_type=message\n  message: oh so vertical line you mean\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Repairing a mistake or misunderstanding\", \"rationale\": \"So at this moment I realized I described the locations wrong. I told them it's horizontal but it's actually vertical. So I felt really sorry about that and I'm trying to correct the understanding of my partner.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study21", "participant_name": "Elio", "timeline_index": 31, "step_index": 15}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Elio\n\nBasic profile:\n- Age: 18-24\n- Gender: Female\n- Education background: Bachelor's Degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T19:19:17.698273Z\n- action_type: message\n- message: yeah so those four are in vertical lines, and then the igloo is on the left side of pyramid\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T19:13:27.610982Z] follower | action_type=message\n  message: okay I see. Right now the pyramid and the volcano are on the wrong locations on my side. Can you briefly describe where they are\n- [2026-05-08T19:15:31.660413Z] follower | action_type=message\n  message: not really lol\n- [2026-05-08T19:15:38.257145Z] follower | action_type=message\n  message: are they on the same horizontal line?\n- [2026-05-08T19:16:50.398162Z] follower | action_type=message\n  message: is this order left to right?\n- [2026-05-08T19:17:06.243005Z] follower | action_type=message\n  message: oh so vertical line you mean\n- [2026-05-08T19:19:10.800949Z] follower | action_type=message\n  message: no worries\n- [2026-05-08T19:19:13.168223Z] follower | action_type=message\n  message: I got it\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"So, after clearing the misunderstanding, I told them about the locations of the rest of the two landmarks on the map, and that should be done.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study21", "participant_name": "Elio", "timeline_index": 40, "step_index": 16}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Elio\n\nBasic profile:\n- Age: 18-24\n- Gender: Female\n- Education background: Bachelor's Degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T19:19:28.888824Z\n- action_type: message\n- message: niceee\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T19:13:27.610982Z] follower | action_type=message\n  message: okay I see. Right now the pyramid and the volcano are on the wrong locations on my side. Can you briefly describe where they are\n- [2026-05-08T19:15:31.660413Z] follower | action_type=message\n  message: not really lol\n- [2026-05-08T19:15:38.257145Z] follower | action_type=message\n  message: are they on the same horizontal line?\n- [2026-05-08T19:16:50.398162Z] follower | action_type=message\n  message: is this order left to right?\n- [2026-05-08T19:17:06.243005Z] follower | action_type=message\n  message: oh so vertical line you mean\n- [2026-05-08T19:19:10.800949Z] follower | action_type=message\n  message: no worries\n- [2026-05-08T19:19:13.168223Z] follower | action_type=message\n  message: I got it\n- [2026-05-08T19:19:23.590309Z] follower | action_type=message\n  message: I think I am done\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"So, after clearing the misunderstanding, I told them about the locations of the rest of the two landmarks on the map, and that should be done.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study21", "participant_name": "Elio", "timeline_index": 42, "step_index": 17}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Elio\n\nBasic profile:\n- Age: 18-24\n- Gender: Female\n- Education background: Bachelor's Degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T19:19:44.258412Z\n- action_type: message\n- message: lets go\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T19:13:27.610982Z] follower | action_type=message\n  message: okay I see. Right now the pyramid and the volcano are on the wrong locations on my side. Can you briefly describe where they are\n- [2026-05-08T19:15:31.660413Z] follower | action_type=message\n  message: not really lol\n- [2026-05-08T19:15:38.257145Z] follower | action_type=message\n  message: are they on the same horizontal line?\n- [2026-05-08T19:16:50.398162Z] follower | action_type=message\n  message: is this order left to right?\n- [2026-05-08T19:17:06.243005Z] follower | action_type=message\n  message: oh so vertical line you mean\n- [2026-05-08T19:19:10.800949Z] follower | action_type=message\n  message: no worries\n- [2026-05-08T19:19:13.168223Z] follower | action_type=message\n  message: I got it\n- [2026-05-08T19:19:23.590309Z] follower | action_type=message\n  message: I think I am done\n- [2026-05-08T19:19:29.087603Z] follower | action_type=message\n  message: yay\n- [2026-05-08T19:19:38.728692Z] follower | action_type=message\n  message: then shall i submit?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Confirming the situation with my partner\", \"rationale\": \"And after describing all the locations and the route, we are done and ready to submit.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study21", "participant_name": "Elio", "timeline_index": 45, "step_index": 18}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Eden\n\nBasic profile:\n- Age: 18 - 24\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-10T19:13:45.128544Z\n- action_type: message\n- message: we will start from dinosaur bones starting from right side assuming u are facing the screen\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-10T19:13:23.471998Z] follower | action_type=message\n  message: lets check for the misplaced landmark first\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Probably understood our situation but I was not fully sure\", \"self_reasoning\": \"Exploring on my own to gather information\", \"rationale\": \"I'm trying to explain my partner how to start using alphabets, how should be the path look like and I think so my partner did pretty well in making the first part, basically by communicating he's trying to tell me, now I'll explain him in the future directions.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study25", "participant_name": "Eden", "timeline_index": 1, "step_index": 0}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Eden\n\nBasic profile:\n- Age: 18 - 24\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-10T19:14:34.062591Z\n- action_type: message\n- message: right side dinosaur bones below that volcano below that forest and lower down pyramid\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-10T19:13:23.471998Z] follower | action_type=message\n  message: lets check for the misplaced landmark first\n- [2026-05-10T19:13:47.644874Z] follower | action_type=message\n  message: from the top to bottom tell me your landmarks\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"Here me and my partner were trying to figure out which point in the map is not at the proper location, basically missing, we were discussing that.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study25", "participant_name": "Eden", "timeline_index": 3, "step_index": 1}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Eden\n\nBasic profile:\n- Age: 18 - 24\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-10T19:15:04.866467Z\n- action_type: message\n- message: left side suspension bridge and igloo\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-10T19:13:23.471998Z] follower | action_type=message\n  message: lets check for the misplaced landmark first\n- [2026-05-10T19:13:47.644874Z] follower | action_type=message\n  message: from the top to bottom tell me your landmarks\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"Here me and my partner were trying to figure out which point in the map is not at the proper location, basically missing, we were discussing that.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study25", "participant_name": "Eden", "timeline_index": 4, "step_index": 2}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Eden\n\nBasic profile:\n- Age: 18 - 24\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-10T19:15:27.080315Z\n- action_type: message\n- message: ohh great\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-10T19:13:23.471998Z] follower | action_type=message\n  message: lets check for the misplaced landmark first\n- [2026-05-10T19:13:47.644874Z] follower | action_type=message\n  message: from the top to bottom tell me your landmarks\n- [2026-05-10T19:15:16.836292Z] follower | action_type=message\n  message: okay so the pyramid is misplaced in mine\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"Here me and my partner were trying to figure out which point in the map is not at the proper location, basically missing, we were discussing that.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study25", "participant_name": "Eden", "timeline_index": 6, "step_index": 3}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Eden\n\nBasic profile:\n- Age: 18 - 24\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-10T19:15:50.367191Z\n- action_type: message\n- message: Eden we will start from dinosaur bones starting from right side assuming u are facing the screen\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-10T19:13:23.471998Z] follower | action_type=message\n  message: lets check for the misplaced landmark first\n- [2026-05-10T19:13:47.644874Z] follower | action_type=message\n  message: from the top to bottom tell me your landmarks\n- [2026-05-10T19:15:16.836292Z] follower | action_type=message\n  message: okay so the pyramid is misplaced in mine\n- [2026-05-10T19:15:37.310524Z] follower | action_type=message\n  message: okay lets start\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Probably understood our situation but I was not fully sure\", \"self_reasoning\": \"Grounding by sharing or requesting information to align\", \"rationale\": \"Now again I am trying to explain my partner from start how to start using the alphabets how should be the path look and I think so my partner did pretty well in making the fast path. Now I will explain him the further directions.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study25", "participant_name": "Eden", "timeline_index": 8, "step_index": 4}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Eden\n\nBasic profile:\n- Age: 18 - 24\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-10T19:16:29.254460Z\n- action_type: message\n- message: we will go left side of volcano\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-10T19:13:23.471998Z] follower | action_type=message\n  message: lets check for the misplaced landmark first\n- [2026-05-10T19:13:47.644874Z] follower | action_type=message\n  message: from the top to bottom tell me your landmarks\n- [2026-05-10T19:15:16.836292Z] follower | action_type=message\n  message: okay so the pyramid is misplaced in mine\n- [2026-05-10T19:15:37.310524Z] follower | action_type=message\n  message: okay lets start\n- [2026-05-10T19:16:08.298261Z] follower | action_type=message\n  message: yess\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Probably understood our situation but I was not fully sure\", \"self_reasoning\": \"Grounding by sharing or requesting information to align\", \"rationale\": \"Now again I am trying to explain my partner from start how to start using the alphabets how should be the path look and I think so my partner did pretty well in making the fast path. Now I will explain him the further directions.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study25", "participant_name": "Eden", "timeline_index": 10, "step_index": 5}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Eden\n\nBasic profile:\n- Age: 18 - 24\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-10T19:17:00.204032Z\n- action_type: message\n- message: keep space between the lines and volcano\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-10T19:13:23.471998Z] follower | action_type=message\n  message: lets check for the misplaced landmark first\n- [2026-05-10T19:13:47.644874Z] follower | action_type=message\n  message: from the top to bottom tell me your landmarks\n- [2026-05-10T19:15:16.836292Z] follower | action_type=message\n  message: okay so the pyramid is misplaced in mine\n- [2026-05-10T19:15:37.310524Z] follower | action_type=message\n  message: okay lets start\n- [2026-05-10T19:16:08.298261Z] follower | action_type=message\n  message: yess\n- [2026-05-10T19:16:55.985977Z] follower | action_type=message\n  message: is the path sticking to the left side?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Probably understood our situation but I was not fully sure\", \"self_reasoning\": \"Confirming the situation with my partner\", \"rationale\": \"Now again I am trying to explain my partner from start how to start using the alphabets how should be the path look and I think so my partner did pretty well in making the fast path. Now I will explain him the further directions.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study25", "participant_name": "Eden", "timeline_index": 13, "step_index": 6}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Eden\n\nBasic profile:\n- Age: 18 - 24\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-10T19:17:16.659670Z\n- action_type: message\n- message: it is a curve path\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-10T19:13:23.471998Z] follower | action_type=message\n  message: lets check for the misplaced landmark first\n- [2026-05-10T19:13:47.644874Z] follower | action_type=message\n  message: from the top to bottom tell me your landmarks\n- [2026-05-10T19:15:16.836292Z] follower | action_type=message\n  message: okay so the pyramid is misplaced in mine\n- [2026-05-10T19:15:37.310524Z] follower | action_type=message\n  message: okay lets start\n- [2026-05-10T19:16:08.298261Z] follower | action_type=message\n  message: yess\n- [2026-05-10T19:16:55.985977Z] follower | action_type=message\n  message: is the path sticking to the left side?\n- [2026-05-10T19:17:02.764016Z] follower | action_type=message\n  message: of the volcano\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Grounding by sharing or requesting information to align\", \"rationale\": \"Here I am trying to explain my partner how the route looks like. Basically it was a C shape in which the volcano was inside. So basically I was trying to explain him and my partner was doing pretty well and I think so he was not confused and he made right path.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study25", "participant_name": "Eden", "timeline_index": 15, "step_index": 7}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Eden\n\nBasic profile:\n- Age: 18 - 24\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-10T19:17:43.351591Z\n- action_type: message\n- message: like C shape for valcano\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-10T19:13:23.471998Z] follower | action_type=message\n  message: lets check for the misplaced landmark first\n- [2026-05-10T19:13:47.644874Z] follower | action_type=message\n  message: from the top to bottom tell me your landmarks\n- [2026-05-10T19:15:16.836292Z] follower | action_type=message\n  message: okay so the pyramid is misplaced in mine\n- [2026-05-10T19:15:37.310524Z] follower | action_type=message\n  message: okay lets start\n- [2026-05-10T19:16:08.298261Z] follower | action_type=message\n  message: yess\n- [2026-05-10T19:16:55.985977Z] follower | action_type=message\n  message: is the path sticking to the left side?\n- [2026-05-10T19:17:02.764016Z] follower | action_type=message\n  message: of the volcano\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Grounding by sharing or requesting information to align\", \"rationale\": \"Here I am trying to explain my partner how the route looks like. Basically it was a C shape in which the volcano was inside. So basically I was trying to explain him and my partner was doing pretty well and I think so he was not confused and he made right path.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study25", "participant_name": "Eden", "timeline_index": 16, "step_index": 8}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Eden\n\nBasic profile:\n- Age: 18 - 24\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-10T19:18:38.389640Z\n- action_type: message\n- message: no\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-10T19:13:23.471998Z] follower | action_type=message\n  message: lets check for the misplaced landmark first\n- [2026-05-10T19:13:47.644874Z] follower | action_type=message\n  message: from the top to bottom tell me your landmarks\n- [2026-05-10T19:15:16.836292Z] follower | action_type=message\n  message: okay so the pyramid is misplaced in mine\n- [2026-05-10T19:15:37.310524Z] follower | action_type=message\n  message: okay lets start\n- [2026-05-10T19:16:08.298261Z] follower | action_type=message\n  message: yess\n- [2026-05-10T19:16:55.985977Z] follower | action_type=message\n  message: is the path sticking to the left side?\n- [2026-05-10T19:17:02.764016Z] follower | action_type=message\n  message: of the volcano\n- [2026-05-10T19:17:43.969006Z] follower | action_type=message\n  message: okay so a curved line between dino and volcano going towards bridge?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Confirming the situation with my partner\", \"rationale\": \"Here I am trying to explain my partner how the route looks like. Basically it was a C shape in which the volcano was inside. So basically I was trying to explain him and my partner was doing pretty well and I think so he was not confused and he made right path.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study25", "participant_name": "Eden", "timeline_index": 20, "step_index": 9}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Eden\n\nBasic profile:\n- Age: 18 - 24\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-10T19:19:33.641700Z\n- action_type: message\n- message: u will try to make a C shape from start but C upper half will more Like how we draw S\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-10T19:13:23.471998Z] follower | action_type=message\n  message: lets check for the misplaced landmark first\n- [2026-05-10T19:13:47.644874Z] follower | action_type=message\n  message: from the top to bottom tell me your landmarks\n- [2026-05-10T19:15:16.836292Z] follower | action_type=message\n  message: okay so the pyramid is misplaced in mine\n- [2026-05-10T19:15:37.310524Z] follower | action_type=message\n  message: okay lets start\n- [2026-05-10T19:16:08.298261Z] follower | action_type=message\n  message: yess\n- [2026-05-10T19:16:55.985977Z] follower | action_type=message\n  message: is the path sticking to the left side?\n- [2026-05-10T19:17:02.764016Z] follower | action_type=message\n  message: of the volcano\n- [2026-05-10T19:17:43.969006Z] follower | action_type=message\n  message: okay so a curved line between dino and volcano going towards bridge?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"Here I am trying to explain my partner how the route looks like. Basically it was a C shape in which the volcano was inside. So basically I was trying to explain him and my partner was doing pretty well and I think so he was not confused and he made right path.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study25", "participant_name": "Eden", "timeline_index": 21, "step_index": 10}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Eden\n\nBasic profile:\n- Age: 18 - 24\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-10T19:20:02.481073Z\n- action_type: message\n- message: mirrored S\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-10T19:13:23.471998Z] follower | action_type=message\n  message: lets check for the misplaced landmark first\n- [2026-05-10T19:13:47.644874Z] follower | action_type=message\n  message: from the top to bottom tell me your landmarks\n- [2026-05-10T19:15:16.836292Z] follower | action_type=message\n  message: okay so the pyramid is misplaced in mine\n- [2026-05-10T19:15:37.310524Z] follower | action_type=message\n  message: okay lets start\n- [2026-05-10T19:16:08.298261Z] follower | action_type=message\n  message: yess\n- [2026-05-10T19:16:55.985977Z] follower | action_type=message\n  message: is the path sticking to the left side?\n- [2026-05-10T19:17:02.764016Z] follower | action_type=message\n  message: of the volcano\n- [2026-05-10T19:17:43.969006Z] follower | action_type=message\n  message: okay so a curved line between dino and volcano going towards bridge?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Probably understood our situation but I was not fully sure\", \"self_reasoning\": \"Grounding by sharing or requesting information to align\", \"rationale\": \"Here I am trying to explain my partner how the route looks like. Basically it was a C shape in which the volcano was inside. So basically I was trying to explain him and my partner was doing pretty well and I think so he was not confused and he made right path.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study25", "participant_name": "Eden", "timeline_index": 23, "step_index": 11}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Eden\n\nBasic profile:\n- Age: 18 - 24\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-10T19:20:17.915498Z\n- action_type: message\n- message: are u done ?\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-10T19:13:23.471998Z] follower | action_type=message\n  message: lets check for the misplaced landmark first\n- [2026-05-10T19:13:47.644874Z] follower | action_type=message\n  message: from the top to bottom tell me your landmarks\n- [2026-05-10T19:15:16.836292Z] follower | action_type=message\n  message: okay so the pyramid is misplaced in mine\n- [2026-05-10T19:15:37.310524Z] follower | action_type=message\n  message: okay lets start\n- [2026-05-10T19:16:08.298261Z] follower | action_type=message\n  message: yess\n- [2026-05-10T19:16:55.985977Z] follower | action_type=message\n  message: is the path sticking to the left side?\n- [2026-05-10T19:17:02.764016Z] follower | action_type=message\n  message: of the volcano\n- [2026-05-10T19:17:43.969006Z] follower | action_type=message\n  message: okay so a curved line between dino and volcano going towards bridge?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Probably understood our situation but I was not fully sure\", \"self_reasoning\": \"Confirming the situation with my partner\", \"rationale\": \"Here I am trying to explain my partner how the route looks like. Basically it was a C shape in which the volcano was inside. So basically I was trying to explain him and my partner was doing pretty well and I think so he was not confused and he made right path.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study25", "participant_name": "Eden", "timeline_index": 25, "step_index": 12}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Eden\n\nBasic profile:\n- Age: 18 - 24\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-10T19:20:25.787796Z\n- action_type: message\n- message: please reply\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-10T19:13:23.471998Z] follower | action_type=message\n  message: lets check for the misplaced landmark first\n- [2026-05-10T19:13:47.644874Z] follower | action_type=message\n  message: from the top to bottom tell me your landmarks\n- [2026-05-10T19:15:16.836292Z] follower | action_type=message\n  message: okay so the pyramid is misplaced in mine\n- [2026-05-10T19:15:37.310524Z] follower | action_type=message\n  message: okay lets start\n- [2026-05-10T19:16:08.298261Z] follower | action_type=message\n  message: yess\n- [2026-05-10T19:16:55.985977Z] follower | action_type=message\n  message: is the path sticking to the left side?\n- [2026-05-10T19:17:02.764016Z] follower | action_type=message\n  message: of the volcano\n- [2026-05-10T19:17:43.969006Z] follower | action_type=message\n  message: okay so a curved line between dino and volcano going towards bridge?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Probably understood our situation but I was not fully sure\", \"self_reasoning\": \"Confirming the situation with my partner\", \"rationale\": \"Here I am trying to explain my partner how the route looks like. Basically it was a C shape in which the volcano was inside. So basically I was trying to explain him and my partner was doing pretty well and I think so he was not confused and he made right path.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study25", "participant_name": "Eden", "timeline_index": 28, "step_index": 13}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Eden\n\nBasic profile:\n- Age: 18 - 24\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-10T19:20:57.871931Z\n- action_type: message\n- message: is tour valcno in C?\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-10T19:13:23.471998Z] follower | action_type=message\n  message: lets check for the misplaced landmark first\n- [2026-05-10T19:13:47.644874Z] follower | action_type=message\n  message: from the top to bottom tell me your landmarks\n- [2026-05-10T19:15:16.836292Z] follower | action_type=message\n  message: okay so the pyramid is misplaced in mine\n- [2026-05-10T19:15:37.310524Z] follower | action_type=message\n  message: okay lets start\n- [2026-05-10T19:16:08.298261Z] follower | action_type=message\n  message: yess\n- [2026-05-10T19:16:55.985977Z] follower | action_type=message\n  message: is the path sticking to the left side?\n- [2026-05-10T19:17:02.764016Z] follower | action_type=message\n  message: of the volcano\n- [2026-05-10T19:17:43.969006Z] follower | action_type=message\n  message: okay so a curved line between dino and volcano going towards bridge?\n- [2026-05-10T19:20:32.597171Z] follower | action_type=message\n  message: yes i think\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Probably understood our situation but I was not fully sure\", \"self_reasoning\": \"Confirming the situation with my partner\", \"rationale\": \"I was confirming with my partner is the Valcano in the C-shape or not. I think my partner was doing pretty well but I was just confirming from my side that is the route made right or wrong.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study25", "participant_name": "Eden", "timeline_index": 31, "step_index": 14}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Eden\n\nBasic profile:\n- Age: 18 - 24\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-10T19:23:35.953811Z\n- action_type: message\n- message: so now moving ahead\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-10T19:13:23.471998Z] follower | action_type=message\n  message: lets check for the misplaced landmark first\n- [2026-05-10T19:13:47.644874Z] follower | action_type=message\n  message: from the top to bottom tell me your landmarks\n- [2026-05-10T19:15:16.836292Z] follower | action_type=message\n  message: okay so the pyramid is misplaced in mine\n- [2026-05-10T19:15:37.310524Z] follower | action_type=message\n  message: okay lets start\n- [2026-05-10T19:16:08.298261Z] follower | action_type=message\n  message: yess\n- [2026-05-10T19:16:55.985977Z] follower | action_type=message\n  message: is the path sticking to the left side?\n- [2026-05-10T19:17:02.764016Z] follower | action_type=message\n  message: of the volcano\n- [2026-05-10T19:17:43.969006Z] follower | action_type=message\n  message: okay so a curved line between dino and volcano going towards bridge?\n- [2026-05-10T19:20:32.597171Z] follower | action_type=message\n  message: yes i think\n- [2026-05-10T19:21:14.058268Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:23:29.790728Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:23:33.845029Z] follower | action_type=message\n  message: next\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"Here I was telling my partner that we will be moving ahead with the directions and my partner had done pretty well till now and that's the reason we were moving ahead.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study25", "participant_name": "Eden", "timeline_index": 37, "step_index": 15}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Eden\n\nBasic profile:\n- Age: 18 - 24\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-10T19:24:11.201068Z\n- action_type: message\n- message: draw that line further close\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-10T19:13:23.471998Z] follower | action_type=message\n  message: lets check for the misplaced landmark first\n- [2026-05-10T19:13:47.644874Z] follower | action_type=message\n  message: from the top to bottom tell me your landmarks\n- [2026-05-10T19:15:16.836292Z] follower | action_type=message\n  message: okay so the pyramid is misplaced in mine\n- [2026-05-10T19:15:37.310524Z] follower | action_type=message\n  message: okay lets start\n- [2026-05-10T19:16:08.298261Z] follower | action_type=message\n  message: yess\n- [2026-05-10T19:16:55.985977Z] follower | action_type=message\n  message: is the path sticking to the left side?\n- [2026-05-10T19:17:02.764016Z] follower | action_type=message\n  message: of the volcano\n- [2026-05-10T19:17:43.969006Z] follower | action_type=message\n  message: okay so a curved line between dino and volcano going towards bridge?\n- [2026-05-10T19:20:32.597171Z] follower | action_type=message\n  message: yes i think\n- [2026-05-10T19:21:14.058268Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:23:29.790728Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:23:33.845029Z] follower | action_type=message\n  message: next\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"I was explaining my partner how to move further ahead in the route he was doing pretty well so I was explaining him in more detail so that the route is exactly same as how I can see\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study25", "participant_name": "Eden", "timeline_index": 40, "step_index": 16}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Eden\n\nBasic profile:\n- Age: 18 - 24\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-10T19:24:41.627074Z\n- action_type: message\n- message: there should be half finger gap between volcano and the line towards main box\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-10T19:13:23.471998Z] follower | action_type=message\n  message: lets check for the misplaced landmark first\n- [2026-05-10T19:13:47.644874Z] follower | action_type=message\n  message: from the top to bottom tell me your landmarks\n- [2026-05-10T19:15:16.836292Z] follower | action_type=message\n  message: okay so the pyramid is misplaced in mine\n- [2026-05-10T19:15:37.310524Z] follower | action_type=message\n  message: okay lets start\n- [2026-05-10T19:16:08.298261Z] follower | action_type=message\n  message: yess\n- [2026-05-10T19:16:55.985977Z] follower | action_type=message\n  message: is the path sticking to the left side?\n- [2026-05-10T19:17:02.764016Z] follower | action_type=message\n  message: of the volcano\n- [2026-05-10T19:17:43.969006Z] follower | action_type=message\n  message: okay so a curved line between dino and volcano going towards bridge?\n- [2026-05-10T19:20:32.597171Z] follower | action_type=message\n  message: yes i think\n- [2026-05-10T19:21:14.058268Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:23:29.790728Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:23:33.845029Z] follower | action_type=message\n  message: next\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"Here I am giving my partner more details how the route should be look like and also it is  continuation of the previous message so that my partner understands it well.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study25", "participant_name": "Eden", "timeline_index": 41, "step_index": 17}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Eden\n\nBasic profile:\n- Age: 18 - 24\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-10T19:26:12.340497Z\n- action_type: message\n- message: also C shape should have half finger gap between volcano and line\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-10T19:13:23.471998Z] follower | action_type=message\n  message: lets check for the misplaced landmark first\n- [2026-05-10T19:13:47.644874Z] follower | action_type=message\n  message: from the top to bottom tell me your landmarks\n- [2026-05-10T19:15:16.836292Z] follower | action_type=message\n  message: okay so the pyramid is misplaced in mine\n- [2026-05-10T19:15:37.310524Z] follower | action_type=message\n  message: okay lets start\n- [2026-05-10T19:16:08.298261Z] follower | action_type=message\n  message: yess\n- [2026-05-10T19:16:55.985977Z] follower | action_type=message\n  message: is the path sticking to the left side?\n- [2026-05-10T19:17:02.764016Z] follower | action_type=message\n  message: of the volcano\n- [2026-05-10T19:17:43.969006Z] follower | action_type=message\n  message: okay so a curved line between dino and volcano going towards bridge?\n- [2026-05-10T19:20:32.597171Z] follower | action_type=message\n  message: yes i think\n- [2026-05-10T19:21:14.058268Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:23:29.790728Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:23:33.845029Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:25:35.592245Z] follower | action_type=message\n  message: okay\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"Here again with similar details, a broader explanation, I was giving an explanation to the previous route where volcano was involved so that my partner makes a better route and a route which is almost identical to what I am saying.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study25", "participant_name": "Eden", "timeline_index": 46, "step_index": 18}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Eden\n\nBasic profile:\n- Age: 18 - 24\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-10T19:27:17.649819Z\n- action_type: message\n- message: suspension bridge\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-10T19:13:23.471998Z] follower | action_type=message\n  message: lets check for the misplaced landmark first\n- [2026-05-10T19:13:47.644874Z] follower | action_type=message\n  message: from the top to bottom tell me your landmarks\n- [2026-05-10T19:15:16.836292Z] follower | action_type=message\n  message: okay so the pyramid is misplaced in mine\n- [2026-05-10T19:15:37.310524Z] follower | action_type=message\n  message: okay lets start\n- [2026-05-10T19:16:08.298261Z] follower | action_type=message\n  message: yess\n- [2026-05-10T19:16:55.985977Z] follower | action_type=message\n  message: is the path sticking to the left side?\n- [2026-05-10T19:17:02.764016Z] follower | action_type=message\n  message: of the volcano\n- [2026-05-10T19:17:43.969006Z] follower | action_type=message\n  message: okay so a curved line between dino and volcano going towards bridge?\n- [2026-05-10T19:20:32.597171Z] follower | action_type=message\n  message: yes i think\n- [2026-05-10T19:21:14.058268Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:23:29.790728Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:23:33.845029Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:25:35.592245Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:26:59.016721Z] follower | action_type=message\n  message: i am confused\n- [2026-05-10T19:27:09.894186Z] follower | action_type=message\n  message: whats my destination\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"Here my partner was a bit confused and he was asking me the final destination so I have just mentioned the final destination.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study25", "participant_name": "Eden", "timeline_index": 49, "step_index": 19}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Eden\n\nBasic profile:\n- Age: 18 - 24\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-10T19:28:47.897191Z\n- action_type: message\n- message: we will stary from dino to volcano and moving straight down till pyramid\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-10T19:13:23.471998Z] follower | action_type=message\n  message: lets check for the misplaced landmark first\n- [2026-05-10T19:13:47.644874Z] follower | action_type=message\n  message: from the top to bottom tell me your landmarks\n- [2026-05-10T19:15:16.836292Z] follower | action_type=message\n  message: okay so the pyramid is misplaced in mine\n- [2026-05-10T19:15:37.310524Z] follower | action_type=message\n  message: okay lets start\n- [2026-05-10T19:16:08.298261Z] follower | action_type=message\n  message: yess\n- [2026-05-10T19:16:55.985977Z] follower | action_type=message\n  message: is the path sticking to the left side?\n- [2026-05-10T19:17:02.764016Z] follower | action_type=message\n  message: of the volcano\n- [2026-05-10T19:17:43.969006Z] follower | action_type=message\n  message: okay so a curved line between dino and volcano going towards bridge?\n- [2026-05-10T19:20:32.597171Z] follower | action_type=message\n  message: yes i think\n- [2026-05-10T19:21:14.058268Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:23:29.790728Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:23:33.845029Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:25:35.592245Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:26:59.016721Z] follower | action_type=message\n  message: i am confused\n- [2026-05-10T19:27:09.894186Z] follower | action_type=message\n  message: whats my destination\n- [2026-05-10T19:27:31.644157Z] follower | action_type=message\n  message: tell me a rough idea of the entire path\n- [2026-05-10T19:27:44.774480Z] follower | action_type=message\n  message: using all landmarks\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Probably understood our situation but I was not fully sure\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"Here I was trying to explain my partner again from the start till the second point of the map so that we will be aligned together from the start to the second checkpoint\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study25", "participant_name": "Eden", "timeline_index": 57, "step_index": 20}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Eden\n\nBasic profile:\n- Age: 18 - 24\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-10T19:28:59.609469Z\n- action_type: message\n- message: as we discussed pyramid is in wrong position\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-10T19:13:23.471998Z] follower | action_type=message\n  message: lets check for the misplaced landmark first\n- [2026-05-10T19:13:47.644874Z] follower | action_type=message\n  message: from the top to bottom tell me your landmarks\n- [2026-05-10T19:15:16.836292Z] follower | action_type=message\n  message: okay so the pyramid is misplaced in mine\n- [2026-05-10T19:15:37.310524Z] follower | action_type=message\n  message: okay lets start\n- [2026-05-10T19:16:08.298261Z] follower | action_type=message\n  message: yess\n- [2026-05-10T19:16:55.985977Z] follower | action_type=message\n  message: is the path sticking to the left side?\n- [2026-05-10T19:17:02.764016Z] follower | action_type=message\n  message: of the volcano\n- [2026-05-10T19:17:43.969006Z] follower | action_type=message\n  message: okay so a curved line between dino and volcano going towards bridge?\n- [2026-05-10T19:20:32.597171Z] follower | action_type=message\n  message: yes i think\n- [2026-05-10T19:21:14.058268Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:23:29.790728Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:23:33.845029Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:25:35.592245Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:26:59.016721Z] follower | action_type=message\n  message: i am confused\n- [2026-05-10T19:27:09.894186Z] follower | action_type=message\n  message: whats my destination\n- [2026-05-10T19:27:31.644157Z] follower | action_type=message\n  message: tell me a rough idea of the entire path\n- [2026-05-10T19:27:44.774480Z] follower | action_type=message\n  message: using all landmarks\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"Here I am trying to explain him that the pyramid was in the wrong position so in the future messages I will tell him that where the exact pyramid is and how he can make the route.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study25", "participant_name": "Eden", "timeline_index": 60, "step_index": 21}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Eden\n\nBasic profile:\n- Age: 18 - 24\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-10T19:30:34.864046Z\n- action_type: message\n- message: so right position of pyramid if slight left of forest\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-10T19:13:23.471998Z] follower | action_type=message\n  message: lets check for the misplaced landmark first\n- [2026-05-10T19:13:47.644874Z] follower | action_type=message\n  message: from the top to bottom tell me your landmarks\n- [2026-05-10T19:15:16.836292Z] follower | action_type=message\n  message: okay so the pyramid is misplaced in mine\n- [2026-05-10T19:15:37.310524Z] follower | action_type=message\n  message: okay lets start\n- [2026-05-10T19:16:08.298261Z] follower | action_type=message\n  message: yess\n- [2026-05-10T19:16:55.985977Z] follower | action_type=message\n  message: is the path sticking to the left side?\n- [2026-05-10T19:17:02.764016Z] follower | action_type=message\n  message: of the volcano\n- [2026-05-10T19:17:43.969006Z] follower | action_type=message\n  message: okay so a curved line between dino and volcano going towards bridge?\n- [2026-05-10T19:20:32.597171Z] follower | action_type=message\n  message: yes i think\n- [2026-05-10T19:21:14.058268Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:23:29.790728Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:23:33.845029Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:25:35.592245Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:26:59.016721Z] follower | action_type=message\n  message: i am confused\n- [2026-05-10T19:27:09.894186Z] follower | action_type=message\n  message: whats my destination\n- [2026-05-10T19:27:31.644157Z] follower | action_type=message\n  message: tell me a rough idea of the entire path\n- [2026-05-10T19:27:44.774480Z] follower | action_type=message\n  message: using all landmarks\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"Here I am telling my partner that the right position of pyramid is slight left of the forest and I think so my partner did pretty well to understand that and this would be the is the main part so I was explaining again and again.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study25", "participant_name": "Eden", "timeline_index": 63, "step_index": 22}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Eden\n\nBasic profile:\n- Age: 18 - 24\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-10T19:30:52.265557Z\n- action_type: message\n- message: we will make a cup shape\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-10T19:13:23.471998Z] follower | action_type=message\n  message: lets check for the misplaced landmark first\n- [2026-05-10T19:13:47.644874Z] follower | action_type=message\n  message: from the top to bottom tell me your landmarks\n- [2026-05-10T19:15:16.836292Z] follower | action_type=message\n  message: okay so the pyramid is misplaced in mine\n- [2026-05-10T19:15:37.310524Z] follower | action_type=message\n  message: okay lets start\n- [2026-05-10T19:16:08.298261Z] follower | action_type=message\n  message: yess\n- [2026-05-10T19:16:55.985977Z] follower | action_type=message\n  message: is the path sticking to the left side?\n- [2026-05-10T19:17:02.764016Z] follower | action_type=message\n  message: of the volcano\n- [2026-05-10T19:17:43.969006Z] follower | action_type=message\n  message: okay so a curved line between dino and volcano going towards bridge?\n- [2026-05-10T19:20:32.597171Z] follower | action_type=message\n  message: yes i think\n- [2026-05-10T19:21:14.058268Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:23:29.790728Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:23:33.845029Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:25:35.592245Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:26:59.016721Z] follower | action_type=message\n  message: i am confused\n- [2026-05-10T19:27:09.894186Z] follower | action_type=message\n  message: whats my destination\n- [2026-05-10T19:27:31.644157Z] follower | action_type=message\n  message: tell me a rough idea of the entire path\n- [2026-05-10T19:27:44.774480Z] follower | action_type=message\n  message: using all landmarks\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"Now, I feel my partner has reached to the pyramid and hence I was telling him that the pyramid will be in a cup shape. So I think so he understood that pretty well and he was building a cup shape in which the pyramid will be there.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study25", "participant_name": "Eden", "timeline_index": 64, "step_index": 23}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Eden\n\nBasic profile:\n- Age: 18 - 24\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-10T19:30:57.256943Z\n- action_type: message\n- message: pyramid will be inside it\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-10T19:13:23.471998Z] follower | action_type=message\n  message: lets check for the misplaced landmark first\n- [2026-05-10T19:13:47.644874Z] follower | action_type=message\n  message: from the top to bottom tell me your landmarks\n- [2026-05-10T19:15:16.836292Z] follower | action_type=message\n  message: okay so the pyramid is misplaced in mine\n- [2026-05-10T19:15:37.310524Z] follower | action_type=message\n  message: okay lets start\n- [2026-05-10T19:16:08.298261Z] follower | action_type=message\n  message: yess\n- [2026-05-10T19:16:55.985977Z] follower | action_type=message\n  message: is the path sticking to the left side?\n- [2026-05-10T19:17:02.764016Z] follower | action_type=message\n  message: of the volcano\n- [2026-05-10T19:17:43.969006Z] follower | action_type=message\n  message: okay so a curved line between dino and volcano going towards bridge?\n- [2026-05-10T19:20:32.597171Z] follower | action_type=message\n  message: yes i think\n- [2026-05-10T19:21:14.058268Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:23:29.790728Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:23:33.845029Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:25:35.592245Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:26:59.016721Z] follower | action_type=message\n  message: i am confused\n- [2026-05-10T19:27:09.894186Z] follower | action_type=message\n  message: whats my destination\n- [2026-05-10T19:27:31.644157Z] follower | action_type=message\n  message: tell me a rough idea of the entire path\n- [2026-05-10T19:27:44.774480Z] follower | action_type=message\n  message: using all landmarks\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"Here I am confirming and telling him that the pyramid will be inside the cup shape.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study25", "participant_name": "Eden", "timeline_index": 65, "step_index": 24}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Eden\n\nBasic profile:\n- Age: 18 - 24\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-10T19:32:06.264216Z\n- action_type: message\n- message: sorry slight right of the forest it should start exactly below the forest written\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-10T19:13:23.471998Z] follower | action_type=message\n  message: lets check for the misplaced landmark first\n- [2026-05-10T19:13:47.644874Z] follower | action_type=message\n  message: from the top to bottom tell me your landmarks\n- [2026-05-10T19:15:16.836292Z] follower | action_type=message\n  message: okay so the pyramid is misplaced in mine\n- [2026-05-10T19:15:37.310524Z] follower | action_type=message\n  message: okay lets start\n- [2026-05-10T19:16:08.298261Z] follower | action_type=message\n  message: yess\n- [2026-05-10T19:16:55.985977Z] follower | action_type=message\n  message: is the path sticking to the left side?\n- [2026-05-10T19:17:02.764016Z] follower | action_type=message\n  message: of the volcano\n- [2026-05-10T19:17:43.969006Z] follower | action_type=message\n  message: okay so a curved line between dino and volcano going towards bridge?\n- [2026-05-10T19:20:32.597171Z] follower | action_type=message\n  message: yes i think\n- [2026-05-10T19:21:14.058268Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:23:29.790728Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:23:33.845029Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:25:35.592245Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:26:59.016721Z] follower | action_type=message\n  message: i am confused\n- [2026-05-10T19:27:09.894186Z] follower | action_type=message\n  message: whats my destination\n- [2026-05-10T19:27:31.644157Z] follower | action_type=message\n  message: tell me a rough idea of the entire path\n- [2026-05-10T19:27:44.774480Z] follower | action_type=message\n  message: using all landmarks\n- [2026-05-10T19:31:31.316888Z] follower | action_type=message\n  message: wait the pyramid is below forest , right side or left side of the forest\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Confirming the situation with my partner\", \"rationale\": \"So, there was one confusion while I was trying to explain the location of pyramid. I had told him that the pyramid is the slight left of the forest but actually the pyramid is slight right of the forest and it should start exactly below the forest written.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study25", "participant_name": "Eden", "timeline_index": 69, "step_index": 25}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Eden\n\nBasic profile:\n- Age: 18 - 24\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-10T19:32:35.803753Z\n- action_type: message\n- message: also keep a half finger gap\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-10T19:13:23.471998Z] follower | action_type=message\n  message: lets check for the misplaced landmark first\n- [2026-05-10T19:13:47.644874Z] follower | action_type=message\n  message: from the top to bottom tell me your landmarks\n- [2026-05-10T19:15:16.836292Z] follower | action_type=message\n  message: okay so the pyramid is misplaced in mine\n- [2026-05-10T19:15:37.310524Z] follower | action_type=message\n  message: okay lets start\n- [2026-05-10T19:16:08.298261Z] follower | action_type=message\n  message: yess\n- [2026-05-10T19:16:55.985977Z] follower | action_type=message\n  message: is the path sticking to the left side?\n- [2026-05-10T19:17:02.764016Z] follower | action_type=message\n  message: of the volcano\n- [2026-05-10T19:17:43.969006Z] follower | action_type=message\n  message: okay so a curved line between dino and volcano going towards bridge?\n- [2026-05-10T19:20:32.597171Z] follower | action_type=message\n  message: yes i think\n- [2026-05-10T19:21:14.058268Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:23:29.790728Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:23:33.845029Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:25:35.592245Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:26:59.016721Z] follower | action_type=message\n  message: i am confused\n- [2026-05-10T19:27:09.894186Z] follower | action_type=message\n  message: whats my destination\n- [2026-05-10T19:27:31.644157Z] follower | action_type=message\n  message: tell me a rough idea of the entire path\n- [2026-05-10T19:27:44.774480Z] follower | action_type=message\n  message: using all landmarks\n- [2026-05-10T19:31:31.316888Z] follower | action_type=message\n  message: wait the pyramid is below forest , right side or left side of the forest\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Probably understood our situation but I was not fully sure\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"Here I was giving an extra detail how to make a route around a pyramid.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study25", "participant_name": "Eden", "timeline_index": 73, "step_index": 26}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Eden\n\nBasic profile:\n- Age: 18 - 24\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-10T19:32:42.545286Z\n- action_type: message\n- message: between two\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-10T19:13:23.471998Z] follower | action_type=message\n  message: lets check for the misplaced landmark first\n- [2026-05-10T19:13:47.644874Z] follower | action_type=message\n  message: from the top to bottom tell me your landmarks\n- [2026-05-10T19:15:16.836292Z] follower | action_type=message\n  message: okay so the pyramid is misplaced in mine\n- [2026-05-10T19:15:37.310524Z] follower | action_type=message\n  message: okay lets start\n- [2026-05-10T19:16:08.298261Z] follower | action_type=message\n  message: yess\n- [2026-05-10T19:16:55.985977Z] follower | action_type=message\n  message: is the path sticking to the left side?\n- [2026-05-10T19:17:02.764016Z] follower | action_type=message\n  message: of the volcano\n- [2026-05-10T19:17:43.969006Z] follower | action_type=message\n  message: okay so a curved line between dino and volcano going towards bridge?\n- [2026-05-10T19:20:32.597171Z] follower | action_type=message\n  message: yes i think\n- [2026-05-10T19:21:14.058268Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:23:29.790728Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:23:33.845029Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:25:35.592245Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:26:59.016721Z] follower | action_type=message\n  message: i am confused\n- [2026-05-10T19:27:09.894186Z] follower | action_type=message\n  message: whats my destination\n- [2026-05-10T19:27:31.644157Z] follower | action_type=message\n  message: tell me a rough idea of the entire path\n- [2026-05-10T19:27:44.774480Z] follower | action_type=message\n  message: using all landmarks\n- [2026-05-10T19:31:31.316888Z] follower | action_type=message\n  message: wait the pyramid is below forest , right side or left side of the forest\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Probably understood our situation but I was not fully sure\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"Here I was giving an extra detail how to make a route around a pyramid.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study25", "participant_name": "Eden", "timeline_index": 75, "step_index": 27}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Eden\n\nBasic profile:\n- Age: 18 - 24\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-10T19:34:34.331907Z\n- action_type: message\n- message: did u reach pyramid ?\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-10T19:13:23.471998Z] follower | action_type=message\n  message: lets check for the misplaced landmark first\n- [2026-05-10T19:13:47.644874Z] follower | action_type=message\n  message: from the top to bottom tell me your landmarks\n- [2026-05-10T19:15:16.836292Z] follower | action_type=message\n  message: okay so the pyramid is misplaced in mine\n- [2026-05-10T19:15:37.310524Z] follower | action_type=message\n  message: okay lets start\n- [2026-05-10T19:16:08.298261Z] follower | action_type=message\n  message: yess\n- [2026-05-10T19:16:55.985977Z] follower | action_type=message\n  message: is the path sticking to the left side?\n- [2026-05-10T19:17:02.764016Z] follower | action_type=message\n  message: of the volcano\n- [2026-05-10T19:17:43.969006Z] follower | action_type=message\n  message: okay so a curved line between dino and volcano going towards bridge?\n- [2026-05-10T19:20:32.597171Z] follower | action_type=message\n  message: yes i think\n- [2026-05-10T19:21:14.058268Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:23:29.790728Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:23:33.845029Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:25:35.592245Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:26:59.016721Z] follower | action_type=message\n  message: i am confused\n- [2026-05-10T19:27:09.894186Z] follower | action_type=message\n  message: whats my destination\n- [2026-05-10T19:27:31.644157Z] follower | action_type=message\n  message: tell me a rough idea of the entire path\n- [2026-05-10T19:27:44.774480Z] follower | action_type=message\n  message: using all landmarks\n- [2026-05-10T19:31:31.316888Z] follower | action_type=message\n  message: wait the pyramid is below forest , right side or left side of the forest\n- [2026-05-10T19:34:26.643493Z] follower | action_type=message\n  message: okay\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Probably understood our situation but I was not fully sure\", \"self_reasoning\": \"Confirming the situation with my partner\", \"rationale\": \"I was trying to understand the route is made till the pyramid or not by asking my partner did you reach pyramid.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study25", "participant_name": "Eden", "timeline_index": 83, "step_index": 28}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Eden\n\nBasic profile:\n- Age: 18 - 24\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-10T19:34:47.465814Z\n- action_type: message\n- message: if yes make a tea cup\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-10T19:13:23.471998Z] follower | action_type=message\n  message: lets check for the misplaced landmark first\n- [2026-05-10T19:13:47.644874Z] follower | action_type=message\n  message: from the top to bottom tell me your landmarks\n- [2026-05-10T19:15:16.836292Z] follower | action_type=message\n  message: okay so the pyramid is misplaced in mine\n- [2026-05-10T19:15:37.310524Z] follower | action_type=message\n  message: okay lets start\n- [2026-05-10T19:16:08.298261Z] follower | action_type=message\n  message: yess\n- [2026-05-10T19:16:55.985977Z] follower | action_type=message\n  message: is the path sticking to the left side?\n- [2026-05-10T19:17:02.764016Z] follower | action_type=message\n  message: of the volcano\n- [2026-05-10T19:17:43.969006Z] follower | action_type=message\n  message: okay so a curved line between dino and volcano going towards bridge?\n- [2026-05-10T19:20:32.597171Z] follower | action_type=message\n  message: yes i think\n- [2026-05-10T19:21:14.058268Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:23:29.790728Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:23:33.845029Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:25:35.592245Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:26:59.016721Z] follower | action_type=message\n  message: i am confused\n- [2026-05-10T19:27:09.894186Z] follower | action_type=message\n  message: whats my destination\n- [2026-05-10T19:27:31.644157Z] follower | action_type=message\n  message: tell me a rough idea of the entire path\n- [2026-05-10T19:27:44.774480Z] follower | action_type=message\n  message: using all landmarks\n- [2026-05-10T19:31:31.316888Z] follower | action_type=message\n  message: wait the pyramid is below forest , right side or left side of the forest\n- [2026-05-10T19:34:26.643493Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:34:42.073229Z] follower | action_type=message\n  message: yes\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Something was unclear and we were working it out\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"I was again explaining my partner to make a teacup which will include the pyramid checkpoint\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study25", "participant_name": "Eden", "timeline_index": 87, "step_index": 29}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Eden\n\nBasic profile:\n- Age: 18 - 24\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-10T19:35:48.985807Z\n- action_type: message\n- message: now stop the line exactly in front of where forest is written\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-10T19:13:23.471998Z] follower | action_type=message\n  message: lets check for the misplaced landmark first\n- [2026-05-10T19:13:47.644874Z] follower | action_type=message\n  message: from the top to bottom tell me your landmarks\n- [2026-05-10T19:15:16.836292Z] follower | action_type=message\n  message: okay so the pyramid is misplaced in mine\n- [2026-05-10T19:15:37.310524Z] follower | action_type=message\n  message: okay lets start\n- [2026-05-10T19:16:08.298261Z] follower | action_type=message\n  message: yess\n- [2026-05-10T19:16:55.985977Z] follower | action_type=message\n  message: is the path sticking to the left side?\n- [2026-05-10T19:17:02.764016Z] follower | action_type=message\n  message: of the volcano\n- [2026-05-10T19:17:43.969006Z] follower | action_type=message\n  message: okay so a curved line between dino and volcano going towards bridge?\n- [2026-05-10T19:20:32.597171Z] follower | action_type=message\n  message: yes i think\n- [2026-05-10T19:21:14.058268Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:23:29.790728Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:23:33.845029Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:25:35.592245Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:26:59.016721Z] follower | action_type=message\n  message: i am confused\n- [2026-05-10T19:27:09.894186Z] follower | action_type=message\n  message: whats my destination\n- [2026-05-10T19:27:31.644157Z] follower | action_type=message\n  message: tell me a rough idea of the entire path\n- [2026-05-10T19:27:44.774480Z] follower | action_type=message\n  message: using all landmarks\n- [2026-05-10T19:31:31.316888Z] follower | action_type=message\n  message: wait the pyramid is below forest , right side or left side of the forest\n- [2026-05-10T19:34:26.643493Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:34:42.073229Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:35:10.099692Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:35:17.949314Z] follower | action_type=message\n  message: next\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"now me and my partner were moving ahead with the route and I was just trying to explain him how the route looks like\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study25", "participant_name": "Eden", "timeline_index": 94, "step_index": 30}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Eden\n\nBasic profile:\n- Age: 18 - 24\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-10T19:35:53.242818Z\n- action_type: message\n- message: in the same line\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-10T19:13:23.471998Z] follower | action_type=message\n  message: lets check for the misplaced landmark first\n- [2026-05-10T19:13:47.644874Z] follower | action_type=message\n  message: from the top to bottom tell me your landmarks\n- [2026-05-10T19:15:16.836292Z] follower | action_type=message\n  message: okay so the pyramid is misplaced in mine\n- [2026-05-10T19:15:37.310524Z] follower | action_type=message\n  message: okay lets start\n- [2026-05-10T19:16:08.298261Z] follower | action_type=message\n  message: yess\n- [2026-05-10T19:16:55.985977Z] follower | action_type=message\n  message: is the path sticking to the left side?\n- [2026-05-10T19:17:02.764016Z] follower | action_type=message\n  message: of the volcano\n- [2026-05-10T19:17:43.969006Z] follower | action_type=message\n  message: okay so a curved line between dino and volcano going towards bridge?\n- [2026-05-10T19:20:32.597171Z] follower | action_type=message\n  message: yes i think\n- [2026-05-10T19:21:14.058268Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:23:29.790728Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:23:33.845029Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:25:35.592245Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:26:59.016721Z] follower | action_type=message\n  message: i am confused\n- [2026-05-10T19:27:09.894186Z] follower | action_type=message\n  message: whats my destination\n- [2026-05-10T19:27:31.644157Z] follower | action_type=message\n  message: tell me a rough idea of the entire path\n- [2026-05-10T19:27:44.774480Z] follower | action_type=message\n  message: using all landmarks\n- [2026-05-10T19:31:31.316888Z] follower | action_type=message\n  message: wait the pyramid is below forest , right side or left side of the forest\n- [2026-05-10T19:34:26.643493Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:34:42.073229Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:35:10.099692Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:35:17.949314Z] follower | action_type=message\n  message: next\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"now me and my partner were moving ahead with the route and I was just trying to explain him how the route looks like\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study25", "participant_name": "Eden", "timeline_index": 95, "step_index": 31}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Eden\n\nBasic profile:\n- Age: 18 - 24\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-10T19:36:04.545027Z\n- action_type: message\n- message: we will make a small n\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-10T19:13:23.471998Z] follower | action_type=message\n  message: lets check for the misplaced landmark first\n- [2026-05-10T19:13:47.644874Z] follower | action_type=message\n  message: from the top to bottom tell me your landmarks\n- [2026-05-10T19:15:16.836292Z] follower | action_type=message\n  message: okay so the pyramid is misplaced in mine\n- [2026-05-10T19:15:37.310524Z] follower | action_type=message\n  message: okay lets start\n- [2026-05-10T19:16:08.298261Z] follower | action_type=message\n  message: yess\n- [2026-05-10T19:16:55.985977Z] follower | action_type=message\n  message: is the path sticking to the left side?\n- [2026-05-10T19:17:02.764016Z] follower | action_type=message\n  message: of the volcano\n- [2026-05-10T19:17:43.969006Z] follower | action_type=message\n  message: okay so a curved line between dino and volcano going towards bridge?\n- [2026-05-10T19:20:32.597171Z] follower | action_type=message\n  message: yes i think\n- [2026-05-10T19:21:14.058268Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:23:29.790728Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:23:33.845029Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:25:35.592245Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:26:59.016721Z] follower | action_type=message\n  message: i am confused\n- [2026-05-10T19:27:09.894186Z] follower | action_type=message\n  message: whats my destination\n- [2026-05-10T19:27:31.644157Z] follower | action_type=message\n  message: tell me a rough idea of the entire path\n- [2026-05-10T19:27:44.774480Z] follower | action_type=message\n  message: using all landmarks\n- [2026-05-10T19:31:31.316888Z] follower | action_type=message\n  message: wait the pyramid is below forest , right side or left side of the forest\n- [2026-05-10T19:34:26.643493Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:34:42.073229Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:35:10.099692Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:35:17.949314Z] follower | action_type=message\n  message: next\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"Same, now I am again and again telling him how to move forward with the root and explaining with the help of alphabets is making it easier for both of us to understand the root.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study25", "participant_name": "Eden", "timeline_index": 102, "step_index": 32}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Eden\n\nBasic profile:\n- Age: 18 - 24\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-10T19:36:17.749009Z\n- action_type: message\n- message: with n being slightly tilted\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-10T19:13:23.471998Z] follower | action_type=message\n  message: lets check for the misplaced landmark first\n- [2026-05-10T19:13:47.644874Z] follower | action_type=message\n  message: from the top to bottom tell me your landmarks\n- [2026-05-10T19:15:16.836292Z] follower | action_type=message\n  message: okay so the pyramid is misplaced in mine\n- [2026-05-10T19:15:37.310524Z] follower | action_type=message\n  message: okay lets start\n- [2026-05-10T19:16:08.298261Z] follower | action_type=message\n  message: yess\n- [2026-05-10T19:16:55.985977Z] follower | action_type=message\n  message: is the path sticking to the left side?\n- [2026-05-10T19:17:02.764016Z] follower | action_type=message\n  message: of the volcano\n- [2026-05-10T19:17:43.969006Z] follower | action_type=message\n  message: okay so a curved line between dino and volcano going towards bridge?\n- [2026-05-10T19:20:32.597171Z] follower | action_type=message\n  message: yes i think\n- [2026-05-10T19:21:14.058268Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:23:29.790728Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:23:33.845029Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:25:35.592245Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:26:59.016721Z] follower | action_type=message\n  message: i am confused\n- [2026-05-10T19:27:09.894186Z] follower | action_type=message\n  message: whats my destination\n- [2026-05-10T19:27:31.644157Z] follower | action_type=message\n  message: tell me a rough idea of the entire path\n- [2026-05-10T19:27:44.774480Z] follower | action_type=message\n  message: using all landmarks\n- [2026-05-10T19:31:31.316888Z] follower | action_type=message\n  message: wait the pyramid is below forest , right side or left side of the forest\n- [2026-05-10T19:34:26.643493Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:34:42.073229Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:35:10.099692Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:35:17.949314Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:36:11.714984Z] follower | action_type=message\n  message: okay\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"Since I mentioned I was trying to explain with the help of alphabets, I was trying to explain him how the end really looks like. So actually the end was slightly tilted, so I was telling him to make the n slightly tilted and I think so he understood it pretty well.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study25", "participant_name": "Eden", "timeline_index": 104, "step_index": 33}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Eden\n\nBasic profile:\n- Age: 18 - 24\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-10T19:36:41.547075Z\n- action_type: message\n- message: make a way to make U above igloo\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-10T19:13:23.471998Z] follower | action_type=message\n  message: lets check for the misplaced landmark first\n- [2026-05-10T19:13:47.644874Z] follower | action_type=message\n  message: from the top to bottom tell me your landmarks\n- [2026-05-10T19:15:16.836292Z] follower | action_type=message\n  message: okay so the pyramid is misplaced in mine\n- [2026-05-10T19:15:37.310524Z] follower | action_type=message\n  message: okay lets start\n- [2026-05-10T19:16:08.298261Z] follower | action_type=message\n  message: yess\n- [2026-05-10T19:16:55.985977Z] follower | action_type=message\n  message: is the path sticking to the left side?\n- [2026-05-10T19:17:02.764016Z] follower | action_type=message\n  message: of the volcano\n- [2026-05-10T19:17:43.969006Z] follower | action_type=message\n  message: okay so a curved line between dino and volcano going towards bridge?\n- [2026-05-10T19:20:32.597171Z] follower | action_type=message\n  message: yes i think\n- [2026-05-10T19:21:14.058268Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:23:29.790728Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:23:33.845029Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:25:35.592245Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:26:59.016721Z] follower | action_type=message\n  message: i am confused\n- [2026-05-10T19:27:09.894186Z] follower | action_type=message\n  message: whats my destination\n- [2026-05-10T19:27:31.644157Z] follower | action_type=message\n  message: tell me a rough idea of the entire path\n- [2026-05-10T19:27:44.774480Z] follower | action_type=message\n  message: using all landmarks\n- [2026-05-10T19:31:31.316888Z] follower | action_type=message\n  message: wait the pyramid is below forest , right side or left side of the forest\n- [2026-05-10T19:34:26.643493Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:34:42.073229Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:35:10.099692Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:35:17.949314Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:36:11.714984Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:36:40.877185Z] follower | action_type=message\n  message: like a hill\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"Here again I am trying to explain him to how to move after making a small n tilted n. To make a U above an igloo was the next direction I gave to my partner and I think so my partner is doing pretty well.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study25", "participant_name": "Eden", "timeline_index": 108, "step_index": 34}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Eden\n\nBasic profile:\n- Age: 18 - 24\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-10T19:37:12.950040Z\n- action_type: message\n- message: making*\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-10T19:13:23.471998Z] follower | action_type=message\n  message: lets check for the misplaced landmark first\n- [2026-05-10T19:13:47.644874Z] follower | action_type=message\n  message: from the top to bottom tell me your landmarks\n- [2026-05-10T19:15:16.836292Z] follower | action_type=message\n  message: okay so the pyramid is misplaced in mine\n- [2026-05-10T19:15:37.310524Z] follower | action_type=message\n  message: okay lets start\n- [2026-05-10T19:16:08.298261Z] follower | action_type=message\n  message: yess\n- [2026-05-10T19:16:55.985977Z] follower | action_type=message\n  message: is the path sticking to the left side?\n- [2026-05-10T19:17:02.764016Z] follower | action_type=message\n  message: of the volcano\n- [2026-05-10T19:17:43.969006Z] follower | action_type=message\n  message: okay so a curved line between dino and volcano going towards bridge?\n- [2026-05-10T19:20:32.597171Z] follower | action_type=message\n  message: yes i think\n- [2026-05-10T19:21:14.058268Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:23:29.790728Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:23:33.845029Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:25:35.592245Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:26:59.016721Z] follower | action_type=message\n  message: i am confused\n- [2026-05-10T19:27:09.894186Z] follower | action_type=message\n  message: whats my destination\n- [2026-05-10T19:27:31.644157Z] follower | action_type=message\n  message: tell me a rough idea of the entire path\n- [2026-05-10T19:27:44.774480Z] follower | action_type=message\n  message: using all landmarks\n- [2026-05-10T19:31:31.316888Z] follower | action_type=message\n  message: wait the pyramid is below forest , right side or left side of the forest\n- [2026-05-10T19:34:26.643493Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:34:42.073229Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:35:10.099692Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:35:17.949314Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:36:11.714984Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:36:40.877185Z] follower | action_type=message\n  message: like a hill\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"Here again I am trying to explain him to how to move after making a small n tilted n. To make a U above an igloo was the next direction I gave to my partner and I think so my partner is doing pretty well.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study25", "participant_name": "Eden", "timeline_index": 110, "step_index": 35}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Eden\n\nBasic profile:\n- Age: 18 - 24\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-10T19:37:37.586858Z\n- action_type: message\n- message: n should end right of igloo\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-10T19:13:23.471998Z] follower | action_type=message\n  message: lets check for the misplaced landmark first\n- [2026-05-10T19:13:47.644874Z] follower | action_type=message\n  message: from the top to bottom tell me your landmarks\n- [2026-05-10T19:15:16.836292Z] follower | action_type=message\n  message: okay so the pyramid is misplaced in mine\n- [2026-05-10T19:15:37.310524Z] follower | action_type=message\n  message: okay lets start\n- [2026-05-10T19:16:08.298261Z] follower | action_type=message\n  message: yess\n- [2026-05-10T19:16:55.985977Z] follower | action_type=message\n  message: is the path sticking to the left side?\n- [2026-05-10T19:17:02.764016Z] follower | action_type=message\n  message: of the volcano\n- [2026-05-10T19:17:43.969006Z] follower | action_type=message\n  message: okay so a curved line between dino and volcano going towards bridge?\n- [2026-05-10T19:20:32.597171Z] follower | action_type=message\n  message: yes i think\n- [2026-05-10T19:21:14.058268Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:23:29.790728Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:23:33.845029Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:25:35.592245Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:26:59.016721Z] follower | action_type=message\n  message: i am confused\n- [2026-05-10T19:27:09.894186Z] follower | action_type=message\n  message: whats my destination\n- [2026-05-10T19:27:31.644157Z] follower | action_type=message\n  message: tell me a rough idea of the entire path\n- [2026-05-10T19:27:44.774480Z] follower | action_type=message\n  message: using all landmarks\n- [2026-05-10T19:31:31.316888Z] follower | action_type=message\n  message: wait the pyramid is below forest , right side or left side of the forest\n- [2026-05-10T19:34:26.643493Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:34:42.073229Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:35:10.099692Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:35:17.949314Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:36:11.714984Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:36:40.877185Z] follower | action_type=message\n  message: like a hill\n- [2026-05-10T19:37:15.052587Z] follower | action_type=message\n  message: u should end right of igloo or left\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"Here again I am trying to explain him to how to move after making a small n tilted n. To make a U above an igloo was the next direction I gave to my partner and I think so my partner is doing pretty well.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study25", "participant_name": "Eden", "timeline_index": 112, "step_index": 36}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Eden\n\nBasic profile:\n- Age: 18 - 24\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-10T19:38:51.957826Z\n- action_type: message\n- message: now we will make a U\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-10T19:13:23.471998Z] follower | action_type=message\n  message: lets check for the misplaced landmark first\n- [2026-05-10T19:13:47.644874Z] follower | action_type=message\n  message: from the top to bottom tell me your landmarks\n- [2026-05-10T19:15:16.836292Z] follower | action_type=message\n  message: okay so the pyramid is misplaced in mine\n- [2026-05-10T19:15:37.310524Z] follower | action_type=message\n  message: okay lets start\n- [2026-05-10T19:16:08.298261Z] follower | action_type=message\n  message: yess\n- [2026-05-10T19:16:55.985977Z] follower | action_type=message\n  message: is the path sticking to the left side?\n- [2026-05-10T19:17:02.764016Z] follower | action_type=message\n  message: of the volcano\n- [2026-05-10T19:17:43.969006Z] follower | action_type=message\n  message: okay so a curved line between dino and volcano going towards bridge?\n- [2026-05-10T19:20:32.597171Z] follower | action_type=message\n  message: yes i think\n- [2026-05-10T19:21:14.058268Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:23:29.790728Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:23:33.845029Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:25:35.592245Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:26:59.016721Z] follower | action_type=message\n  message: i am confused\n- [2026-05-10T19:27:09.894186Z] follower | action_type=message\n  message: whats my destination\n- [2026-05-10T19:27:31.644157Z] follower | action_type=message\n  message: tell me a rough idea of the entire path\n- [2026-05-10T19:27:44.774480Z] follower | action_type=message\n  message: using all landmarks\n- [2026-05-10T19:31:31.316888Z] follower | action_type=message\n  message: wait the pyramid is below forest , right side or left side of the forest\n- [2026-05-10T19:34:26.643493Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:34:42.073229Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:35:10.099692Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:35:17.949314Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:36:11.714984Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:36:40.877185Z] follower | action_type=message\n  message: like a hill\n- [2026-05-10T19:37:15.052587Z] follower | action_type=message\n  message: u should end right of igloo or left\n- [2026-05-10T19:38:13.329076Z] follower | action_type=message\n  message: okay then a U ?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Grounding by sharing or requesting information to align\", \"rationale\": \"I think so here my partner was a bit confused so he was asking me a question whether I should make a U now U so I was trying to explain him yes now you will make a U shape\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study25", "participant_name": "Eden", "timeline_index": 121, "step_index": 37}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Eden\n\nBasic profile:\n- Age: 18 - 24\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-10T19:39:37.444027Z\n- action_type: message\n- message: the curve of u should be exactly above the igloo\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-10T19:13:23.471998Z] follower | action_type=message\n  message: lets check for the misplaced landmark first\n- [2026-05-10T19:13:47.644874Z] follower | action_type=message\n  message: from the top to bottom tell me your landmarks\n- [2026-05-10T19:15:16.836292Z] follower | action_type=message\n  message: okay so the pyramid is misplaced in mine\n- [2026-05-10T19:15:37.310524Z] follower | action_type=message\n  message: okay lets start\n- [2026-05-10T19:16:08.298261Z] follower | action_type=message\n  message: yess\n- [2026-05-10T19:16:55.985977Z] follower | action_type=message\n  message: is the path sticking to the left side?\n- [2026-05-10T19:17:02.764016Z] follower | action_type=message\n  message: of the volcano\n- [2026-05-10T19:17:43.969006Z] follower | action_type=message\n  message: okay so a curved line between dino and volcano going towards bridge?\n- [2026-05-10T19:20:32.597171Z] follower | action_type=message\n  message: yes i think\n- [2026-05-10T19:21:14.058268Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:23:29.790728Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:23:33.845029Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:25:35.592245Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:26:59.016721Z] follower | action_type=message\n  message: i am confused\n- [2026-05-10T19:27:09.894186Z] follower | action_type=message\n  message: whats my destination\n- [2026-05-10T19:27:31.644157Z] follower | action_type=message\n  message: tell me a rough idea of the entire path\n- [2026-05-10T19:27:44.774480Z] follower | action_type=message\n  message: using all landmarks\n- [2026-05-10T19:31:31.316888Z] follower | action_type=message\n  message: wait the pyramid is below forest , right side or left side of the forest\n- [2026-05-10T19:34:26.643493Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:34:42.073229Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:35:10.099692Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:35:17.949314Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:36:11.714984Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:36:40.877185Z] follower | action_type=message\n  message: like a hill\n- [2026-05-10T19:37:15.052587Z] follower | action_type=message\n  message: u should end right of igloo or left\n- [2026-05-10T19:38:13.329076Z] follower | action_type=message\n  message: okay then a U ?\n- [2026-05-10T19:39:01.324345Z] follower | action_type=message\n  message: okay\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Something was unclear and we were working it out\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Waiting for more information\", \"rationale\": \"I was trying to explain him in more detail how U should be look like. Basically the curve of U should be exactly above the igloo was my statement to him to make him understand it better.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study25", "participant_name": "Eden", "timeline_index": 124, "step_index": 38}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Eden\n\nBasic profile:\n- Age: 18 - 24\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-10T19:40:41.602514Z\n- action_type: message\n- message: its just above it\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-10T19:13:23.471998Z] follower | action_type=message\n  message: lets check for the misplaced landmark first\n- [2026-05-10T19:13:47.644874Z] follower | action_type=message\n  message: from the top to bottom tell me your landmarks\n- [2026-05-10T19:15:16.836292Z] follower | action_type=message\n  message: okay so the pyramid is misplaced in mine\n- [2026-05-10T19:15:37.310524Z] follower | action_type=message\n  message: okay lets start\n- [2026-05-10T19:16:08.298261Z] follower | action_type=message\n  message: yess\n- [2026-05-10T19:16:55.985977Z] follower | action_type=message\n  message: is the path sticking to the left side?\n- [2026-05-10T19:17:02.764016Z] follower | action_type=message\n  message: of the volcano\n- [2026-05-10T19:17:43.969006Z] follower | action_type=message\n  message: okay so a curved line between dino and volcano going towards bridge?\n- [2026-05-10T19:20:32.597171Z] follower | action_type=message\n  message: yes i think\n- [2026-05-10T19:21:14.058268Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:23:29.790728Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:23:33.845029Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:25:35.592245Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:26:59.016721Z] follower | action_type=message\n  message: i am confused\n- [2026-05-10T19:27:09.894186Z] follower | action_type=message\n  message: whats my destination\n- [2026-05-10T19:27:31.644157Z] follower | action_type=message\n  message: tell me a rough idea of the entire path\n- [2026-05-10T19:27:44.774480Z] follower | action_type=message\n  message: using all landmarks\n- [2026-05-10T19:31:31.316888Z] follower | action_type=message\n  message: wait the pyramid is below forest , right side or left side of the forest\n- [2026-05-10T19:34:26.643493Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:34:42.073229Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:35:10.099692Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:35:17.949314Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:36:11.714984Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:36:40.877185Z] follower | action_type=message\n  message: like a hill\n- [2026-05-10T19:37:15.052587Z] follower | action_type=message\n  message: u should end right of igloo or left\n- [2026-05-10T19:38:13.329076Z] follower | action_type=message\n  message: okay then a U ?\n- [2026-05-10T19:39:01.324345Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:40:07.170899Z] follower | action_type=message\n  message: how close is the curve to igloo\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Something was unclear and we were working it out\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Waiting for more information\", \"rationale\": \"I was trying to explain him in more detail how U should be look like. Basically the curve of U should be exactly above the igloo was my statement to him to make him understand it better.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study25", "participant_name": "Eden", "timeline_index": 135, "step_index": 39}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Eden\n\nBasic profile:\n- Age: 18 - 24\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-10T19:42:16.370941Z\n- action_type: message\n- message: from dino its only the upper half of S\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-10T19:13:23.471998Z] follower | action_type=message\n  message: lets check for the misplaced landmark first\n- [2026-05-10T19:13:47.644874Z] follower | action_type=message\n  message: from the top to bottom tell me your landmarks\n- [2026-05-10T19:15:16.836292Z] follower | action_type=message\n  message: okay so the pyramid is misplaced in mine\n- [2026-05-10T19:15:37.310524Z] follower | action_type=message\n  message: okay lets start\n- [2026-05-10T19:16:08.298261Z] follower | action_type=message\n  message: yess\n- [2026-05-10T19:16:55.985977Z] follower | action_type=message\n  message: is the path sticking to the left side?\n- [2026-05-10T19:17:02.764016Z] follower | action_type=message\n  message: of the volcano\n- [2026-05-10T19:17:43.969006Z] follower | action_type=message\n  message: okay so a curved line between dino and volcano going towards bridge?\n- [2026-05-10T19:20:32.597171Z] follower | action_type=message\n  message: yes i think\n- [2026-05-10T19:21:14.058268Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:23:29.790728Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:23:33.845029Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:25:35.592245Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:26:59.016721Z] follower | action_type=message\n  message: i am confused\n- [2026-05-10T19:27:09.894186Z] follower | action_type=message\n  message: whats my destination\n- [2026-05-10T19:27:31.644157Z] follower | action_type=message\n  message: tell me a rough idea of the entire path\n- [2026-05-10T19:27:44.774480Z] follower | action_type=message\n  message: using all landmarks\n- [2026-05-10T19:31:31.316888Z] follower | action_type=message\n  message: wait the pyramid is below forest , right side or left side of the forest\n- [2026-05-10T19:34:26.643493Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:34:42.073229Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:35:10.099692Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:35:17.949314Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:36:11.714984Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:36:40.877185Z] follower | action_type=message\n  message: like a hill\n- [2026-05-10T19:37:15.052587Z] follower | action_type=message\n  message: u should end right of igloo or left\n- [2026-05-10T19:38:13.329076Z] follower | action_type=message\n  message: okay then a U ?\n- [2026-05-10T19:39:01.324345Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:40:07.170899Z] follower | action_type=message\n  message: how close is the curve to igloo\n- [2026-05-10T19:41:11.307129Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:41:42.243968Z] follower | action_type=message\n  message: so far from the dino its an S with a cup like structure in the bottom\n- [2026-05-10T19:42:09.012775Z] follower | action_type=message\n  message: then the s ends at the bottom of borest\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"Here me and my partner were again trying to understand the route from the start so I was explaining him the route again from the start there was no such confusion but just to make sure the route is right I was trying to explain him from the start.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study25", "participant_name": "Eden", "timeline_index": 142, "step_index": 40}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Eden\n\nBasic profile:\n- Age: 18 - 24\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-10T19:42:31.266571Z\n- action_type: message\n- message: the other half of S is straight line\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-10T19:13:23.471998Z] follower | action_type=message\n  message: lets check for the misplaced landmark first\n- [2026-05-10T19:13:47.644874Z] follower | action_type=message\n  message: from the top to bottom tell me your landmarks\n- [2026-05-10T19:15:16.836292Z] follower | action_type=message\n  message: okay so the pyramid is misplaced in mine\n- [2026-05-10T19:15:37.310524Z] follower | action_type=message\n  message: okay lets start\n- [2026-05-10T19:16:08.298261Z] follower | action_type=message\n  message: yess\n- [2026-05-10T19:16:55.985977Z] follower | action_type=message\n  message: is the path sticking to the left side?\n- [2026-05-10T19:17:02.764016Z] follower | action_type=message\n  message: of the volcano\n- [2026-05-10T19:17:43.969006Z] follower | action_type=message\n  message: okay so a curved line between dino and volcano going towards bridge?\n- [2026-05-10T19:20:32.597171Z] follower | action_type=message\n  message: yes i think\n- [2026-05-10T19:21:14.058268Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:23:29.790728Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:23:33.845029Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:25:35.592245Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:26:59.016721Z] follower | action_type=message\n  message: i am confused\n- [2026-05-10T19:27:09.894186Z] follower | action_type=message\n  message: whats my destination\n- [2026-05-10T19:27:31.644157Z] follower | action_type=message\n  message: tell me a rough idea of the entire path\n- [2026-05-10T19:27:44.774480Z] follower | action_type=message\n  message: using all landmarks\n- [2026-05-10T19:31:31.316888Z] follower | action_type=message\n  message: wait the pyramid is below forest , right side or left side of the forest\n- [2026-05-10T19:34:26.643493Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:34:42.073229Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:35:10.099692Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:35:17.949314Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:36:11.714984Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:36:40.877185Z] follower | action_type=message\n  message: like a hill\n- [2026-05-10T19:37:15.052587Z] follower | action_type=message\n  message: u should end right of igloo or left\n- [2026-05-10T19:38:13.329076Z] follower | action_type=message\n  message: okay then a U ?\n- [2026-05-10T19:39:01.324345Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:40:07.170899Z] follower | action_type=message\n  message: how close is the curve to igloo\n- [2026-05-10T19:41:11.307129Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:41:42.243968Z] follower | action_type=message\n  message: so far from the dino its an S with a cup like structure in the bottom\n- [2026-05-10T19:42:09.012775Z] follower | action_type=message\n  message: then the s ends at the bottom of borest\n- [2026-05-10T19:42:22.211222Z] follower | action_type=message\n  message: then a n\n- [2026-05-10T19:42:29.780827Z] follower | action_type=message\n  message: yes yes\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"I was trying to explain him in more detail how U should be look like. Basically the curve of U should be exactly above the igloo was my statement to him to make him understand it better.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study25", "participant_name": "Eden", "timeline_index": 145, "step_index": 41}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Eden\n\nBasic profile:\n- Age: 18 - 24\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-10T19:42:48.191711Z\n- action_type: message\n- message: going under the pyramid in cup shape\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-10T19:13:23.471998Z] follower | action_type=message\n  message: lets check for the misplaced landmark first\n- [2026-05-10T19:13:47.644874Z] follower | action_type=message\n  message: from the top to bottom tell me your landmarks\n- [2026-05-10T19:15:16.836292Z] follower | action_type=message\n  message: okay so the pyramid is misplaced in mine\n- [2026-05-10T19:15:37.310524Z] follower | action_type=message\n  message: okay lets start\n- [2026-05-10T19:16:08.298261Z] follower | action_type=message\n  message: yess\n- [2026-05-10T19:16:55.985977Z] follower | action_type=message\n  message: is the path sticking to the left side?\n- [2026-05-10T19:17:02.764016Z] follower | action_type=message\n  message: of the volcano\n- [2026-05-10T19:17:43.969006Z] follower | action_type=message\n  message: okay so a curved line between dino and volcano going towards bridge?\n- [2026-05-10T19:20:32.597171Z] follower | action_type=message\n  message: yes i think\n- [2026-05-10T19:21:14.058268Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:23:29.790728Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:23:33.845029Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:25:35.592245Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:26:59.016721Z] follower | action_type=message\n  message: i am confused\n- [2026-05-10T19:27:09.894186Z] follower | action_type=message\n  message: whats my destination\n- [2026-05-10T19:27:31.644157Z] follower | action_type=message\n  message: tell me a rough idea of the entire path\n- [2026-05-10T19:27:44.774480Z] follower | action_type=message\n  message: using all landmarks\n- [2026-05-10T19:31:31.316888Z] follower | action_type=message\n  message: wait the pyramid is below forest , right side or left side of the forest\n- [2026-05-10T19:34:26.643493Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:34:42.073229Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:35:10.099692Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:35:17.949314Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:36:11.714984Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:36:40.877185Z] follower | action_type=message\n  message: like a hill\n- [2026-05-10T19:37:15.052587Z] follower | action_type=message\n  message: u should end right of igloo or left\n- [2026-05-10T19:38:13.329076Z] follower | action_type=message\n  message: okay then a U ?\n- [2026-05-10T19:39:01.324345Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:40:07.170899Z] follower | action_type=message\n  message: how close is the curve to igloo\n- [2026-05-10T19:41:11.307129Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:41:42.243968Z] follower | action_type=message\n  message: so far from the dino its an S with a cup like structure in the bottom\n- [2026-05-10T19:42:09.012775Z] follower | action_type=message\n  message: then the s ends at the bottom of borest\n- [2026-05-10T19:42:22.211222Z] follower | action_type=message\n  message: then a n\n- [2026-05-10T19:42:29.780827Z] follower | action_type=message\n  message: yes yes\n- [2026-05-10T19:42:42.353032Z] follower | action_type=message\n  message: yupp\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"I was trying to explain my partner again from the start so this conversation was the part of that earlier thing only where there was no such confusion but I was trying to explain him from the start so that he is also well aligned with the root and also confirming that the root is made in the right track.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study25", "participant_name": "Eden", "timeline_index": 147, "step_index": 42}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Eden\n\nBasic profile:\n- Age: 18 - 24\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-10T19:42:56.288883Z\n- action_type: message\n- message: are u doing right ?\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-10T19:13:23.471998Z] follower | action_type=message\n  message: lets check for the misplaced landmark first\n- [2026-05-10T19:13:47.644874Z] follower | action_type=message\n  message: from the top to bottom tell me your landmarks\n- [2026-05-10T19:15:16.836292Z] follower | action_type=message\n  message: okay so the pyramid is misplaced in mine\n- [2026-05-10T19:15:37.310524Z] follower | action_type=message\n  message: okay lets start\n- [2026-05-10T19:16:08.298261Z] follower | action_type=message\n  message: yess\n- [2026-05-10T19:16:55.985977Z] follower | action_type=message\n  message: is the path sticking to the left side?\n- [2026-05-10T19:17:02.764016Z] follower | action_type=message\n  message: of the volcano\n- [2026-05-10T19:17:43.969006Z] follower | action_type=message\n  message: okay so a curved line between dino and volcano going towards bridge?\n- [2026-05-10T19:20:32.597171Z] follower | action_type=message\n  message: yes i think\n- [2026-05-10T19:21:14.058268Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:23:29.790728Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:23:33.845029Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:25:35.592245Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:26:59.016721Z] follower | action_type=message\n  message: i am confused\n- [2026-05-10T19:27:09.894186Z] follower | action_type=message\n  message: whats my destination\n- [2026-05-10T19:27:31.644157Z] follower | action_type=message\n  message: tell me a rough idea of the entire path\n- [2026-05-10T19:27:44.774480Z] follower | action_type=message\n  message: using all landmarks\n- [2026-05-10T19:31:31.316888Z] follower | action_type=message\n  message: wait the pyramid is below forest , right side or left side of the forest\n- [2026-05-10T19:34:26.643493Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:34:42.073229Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:35:10.099692Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:35:17.949314Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:36:11.714984Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:36:40.877185Z] follower | action_type=message\n  message: like a hill\n- [2026-05-10T19:37:15.052587Z] follower | action_type=message\n  message: u should end right of igloo or left\n- [2026-05-10T19:38:13.329076Z] follower | action_type=message\n  message: okay then a U ?\n- [2026-05-10T19:39:01.324345Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:40:07.170899Z] follower | action_type=message\n  message: how close is the curve to igloo\n- [2026-05-10T19:41:11.307129Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:41:42.243968Z] follower | action_type=message\n  message: so far from the dino its an S with a cup like structure in the bottom\n- [2026-05-10T19:42:09.012775Z] follower | action_type=message\n  message: then the s ends at the bottom of borest\n- [2026-05-10T19:42:22.211222Z] follower | action_type=message\n  message: then a n\n- [2026-05-10T19:42:29.780827Z] follower | action_type=message\n  message: yes yes\n- [2026-05-10T19:42:42.353032Z] follower | action_type=message\n  message: yupp\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Confirming the situation with my partner\", \"rationale\": \"Here I am confirming with my partner that is he doing right till the pyramid route where I was explaining him the route again from the start here I've reached the pyramid so I was just trying to understand is he doing right or wrong and I think so my partner was doing pretty well.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study25", "participant_name": "Eden", "timeline_index": 148, "step_index": 43}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Eden\n\nBasic profile:\n- Age: 18 - 24\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-10T19:43:43.031431Z\n- action_type: message\n- message: and then n where n is slight tilted so left side of n is above the right side\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-10T19:13:23.471998Z] follower | action_type=message\n  message: lets check for the misplaced landmark first\n- [2026-05-10T19:13:47.644874Z] follower | action_type=message\n  message: from the top to bottom tell me your landmarks\n- [2026-05-10T19:15:16.836292Z] follower | action_type=message\n  message: okay so the pyramid is misplaced in mine\n- [2026-05-10T19:15:37.310524Z] follower | action_type=message\n  message: okay lets start\n- [2026-05-10T19:16:08.298261Z] follower | action_type=message\n  message: yess\n- [2026-05-10T19:16:55.985977Z] follower | action_type=message\n  message: is the path sticking to the left side?\n- [2026-05-10T19:17:02.764016Z] follower | action_type=message\n  message: of the volcano\n- [2026-05-10T19:17:43.969006Z] follower | action_type=message\n  message: okay so a curved line between dino and volcano going towards bridge?\n- [2026-05-10T19:20:32.597171Z] follower | action_type=message\n  message: yes i think\n- [2026-05-10T19:21:14.058268Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:23:29.790728Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:23:33.845029Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:25:35.592245Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:26:59.016721Z] follower | action_type=message\n  message: i am confused\n- [2026-05-10T19:27:09.894186Z] follower | action_type=message\n  message: whats my destination\n- [2026-05-10T19:27:31.644157Z] follower | action_type=message\n  message: tell me a rough idea of the entire path\n- [2026-05-10T19:27:44.774480Z] follower | action_type=message\n  message: using all landmarks\n- [2026-05-10T19:31:31.316888Z] follower | action_type=message\n  message: wait the pyramid is below forest , right side or left side of the forest\n- [2026-05-10T19:34:26.643493Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:34:42.073229Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:35:10.099692Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:35:17.949314Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:36:11.714984Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:36:40.877185Z] follower | action_type=message\n  message: like a hill\n- [2026-05-10T19:37:15.052587Z] follower | action_type=message\n  message: u should end right of igloo or left\n- [2026-05-10T19:38:13.329076Z] follower | action_type=message\n  message: okay then a U ?\n- [2026-05-10T19:39:01.324345Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:40:07.170899Z] follower | action_type=message\n  message: how close is the curve to igloo\n- [2026-05-10T19:41:11.307129Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:41:42.243968Z] follower | action_type=message\n  message: so far from the dino its an S with a cup like structure in the bottom\n- [2026-05-10T19:42:09.012775Z] follower | action_type=message\n  message: then the s ends at the bottom of borest\n- [2026-05-10T19:42:22.211222Z] follower | action_type=message\n  message: then a n\n- [2026-05-10T19:42:29.780827Z] follower | action_type=message\n  message: yes yes\n- [2026-05-10T19:42:42.353032Z] follower | action_type=message\n  message: yupp\n- [2026-05-10T19:43:03.771896Z] follower | action_type=message\n  message: yes okay\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Confirming the situation with my partner\", \"rationale\": \"I was trying to explain my partner again from the start so this conversation was the part of that earlier thing only where there was no such confusion but I was trying to explain him from the start so that he is also well aligned with the root and also confirming that the root is made in the right track.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study25", "participant_name": "Eden", "timeline_index": 151, "step_index": 44}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Eden\n\nBasic profile:\n- Age: 18 - 24\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-10T19:44:21.014472Z\n- action_type: message\n- message: tilted left side\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-10T19:13:23.471998Z] follower | action_type=message\n  message: lets check for the misplaced landmark first\n- [2026-05-10T19:13:47.644874Z] follower | action_type=message\n  message: from the top to bottom tell me your landmarks\n- [2026-05-10T19:15:16.836292Z] follower | action_type=message\n  message: okay so the pyramid is misplaced in mine\n- [2026-05-10T19:15:37.310524Z] follower | action_type=message\n  message: okay lets start\n- [2026-05-10T19:16:08.298261Z] follower | action_type=message\n  message: yess\n- [2026-05-10T19:16:55.985977Z] follower | action_type=message\n  message: is the path sticking to the left side?\n- [2026-05-10T19:17:02.764016Z] follower | action_type=message\n  message: of the volcano\n- [2026-05-10T19:17:43.969006Z] follower | action_type=message\n  message: okay so a curved line between dino and volcano going towards bridge?\n- [2026-05-10T19:20:32.597171Z] follower | action_type=message\n  message: yes i think\n- [2026-05-10T19:21:14.058268Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:23:29.790728Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:23:33.845029Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:25:35.592245Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:26:59.016721Z] follower | action_type=message\n  message: i am confused\n- [2026-05-10T19:27:09.894186Z] follower | action_type=message\n  message: whats my destination\n- [2026-05-10T19:27:31.644157Z] follower | action_type=message\n  message: tell me a rough idea of the entire path\n- [2026-05-10T19:27:44.774480Z] follower | action_type=message\n  message: using all landmarks\n- [2026-05-10T19:31:31.316888Z] follower | action_type=message\n  message: wait the pyramid is below forest , right side or left side of the forest\n- [2026-05-10T19:34:26.643493Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:34:42.073229Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:35:10.099692Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:35:17.949314Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:36:11.714984Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:36:40.877185Z] follower | action_type=message\n  message: like a hill\n- [2026-05-10T19:37:15.052587Z] follower | action_type=message\n  message: u should end right of igloo or left\n- [2026-05-10T19:38:13.329076Z] follower | action_type=message\n  message: okay then a U ?\n- [2026-05-10T19:39:01.324345Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:40:07.170899Z] follower | action_type=message\n  message: how close is the curve to igloo\n- [2026-05-10T19:41:11.307129Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:41:42.243968Z] follower | action_type=message\n  message: so far from the dino its an S with a cup like structure in the bottom\n- [2026-05-10T19:42:09.012775Z] follower | action_type=message\n  message: then the s ends at the bottom of borest\n- [2026-05-10T19:42:22.211222Z] follower | action_type=message\n  message: then a n\n- [2026-05-10T19:42:29.780827Z] follower | action_type=message\n  message: yes yes\n- [2026-05-10T19:42:42.353032Z] follower | action_type=message\n  message: yupp\n- [2026-05-10T19:43:03.771896Z] follower | action_type=message\n  message: yes okay\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Confirming the situation with my partner\", \"rationale\": \"I was trying to explain him in more detail how U should be look like. Basically the curve of U should be exactly above the igloo was my statement to him to make him understand it better.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study25", "participant_name": "Eden", "timeline_index": 154, "step_index": 45}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Eden\n\nBasic profile:\n- Age: 18 - 24\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-10T19:46:09.570013Z\n- action_type: message\n- message: now further u will move to finish line\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-10T19:13:23.471998Z] follower | action_type=message\n  message: lets check for the misplaced landmark first\n- [2026-05-10T19:13:47.644874Z] follower | action_type=message\n  message: from the top to bottom tell me your landmarks\n- [2026-05-10T19:15:16.836292Z] follower | action_type=message\n  message: okay so the pyramid is misplaced in mine\n- [2026-05-10T19:15:37.310524Z] follower | action_type=message\n  message: okay lets start\n- [2026-05-10T19:16:08.298261Z] follower | action_type=message\n  message: yess\n- [2026-05-10T19:16:55.985977Z] follower | action_type=message\n  message: is the path sticking to the left side?\n- [2026-05-10T19:17:02.764016Z] follower | action_type=message\n  message: of the volcano\n- [2026-05-10T19:17:43.969006Z] follower | action_type=message\n  message: okay so a curved line between dino and volcano going towards bridge?\n- [2026-05-10T19:20:32.597171Z] follower | action_type=message\n  message: yes i think\n- [2026-05-10T19:21:14.058268Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:23:29.790728Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:23:33.845029Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:25:35.592245Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:26:59.016721Z] follower | action_type=message\n  message: i am confused\n- [2026-05-10T19:27:09.894186Z] follower | action_type=message\n  message: whats my destination\n- [2026-05-10T19:27:31.644157Z] follower | action_type=message\n  message: tell me a rough idea of the entire path\n- [2026-05-10T19:27:44.774480Z] follower | action_type=message\n  message: using all landmarks\n- [2026-05-10T19:31:31.316888Z] follower | action_type=message\n  message: wait the pyramid is below forest , right side or left side of the forest\n- [2026-05-10T19:34:26.643493Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:34:42.073229Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:35:10.099692Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:35:17.949314Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:36:11.714984Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:36:40.877185Z] follower | action_type=message\n  message: like a hill\n- [2026-05-10T19:37:15.052587Z] follower | action_type=message\n  message: u should end right of igloo or left\n- [2026-05-10T19:38:13.329076Z] follower | action_type=message\n  message: okay then a U ?\n- [2026-05-10T19:39:01.324345Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:40:07.170899Z] follower | action_type=message\n  message: how close is the curve to igloo\n- [2026-05-10T19:41:11.307129Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:41:42.243968Z] follower | action_type=message\n  message: so far from the dino its an S with a cup like structure in the bottom\n- [2026-05-10T19:42:09.012775Z] follower | action_type=message\n  message: then the s ends at the bottom of borest\n- [2026-05-10T19:42:22.211222Z] follower | action_type=message\n  message: then a n\n- [2026-05-10T19:42:29.780827Z] follower | action_type=message\n  message: yes yes\n- [2026-05-10T19:42:42.353032Z] follower | action_type=message\n  message: yupp\n- [2026-05-10T19:43:03.771896Z] follower | action_type=message\n  message: yes okay\n- [2026-05-10T19:45:26.624280Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:45:28.174332Z] follower | action_type=message\n  message: then\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"This was the final stage when I was explaining him again the route from the start. So, this was the final stage.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study25", "participant_name": "Eden", "timeline_index": 177, "step_index": 46}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Eden\n\nBasic profile:\n- Age: 18 - 24\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-10T19:46:28.736850Z\n- action_type: message\n- message: yes\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-10T19:13:23.471998Z] follower | action_type=message\n  message: lets check for the misplaced landmark first\n- [2026-05-10T19:13:47.644874Z] follower | action_type=message\n  message: from the top to bottom tell me your landmarks\n- [2026-05-10T19:15:16.836292Z] follower | action_type=message\n  message: okay so the pyramid is misplaced in mine\n- [2026-05-10T19:15:37.310524Z] follower | action_type=message\n  message: okay lets start\n- [2026-05-10T19:16:08.298261Z] follower | action_type=message\n  message: yess\n- [2026-05-10T19:16:55.985977Z] follower | action_type=message\n  message: is the path sticking to the left side?\n- [2026-05-10T19:17:02.764016Z] follower | action_type=message\n  message: of the volcano\n- [2026-05-10T19:17:43.969006Z] follower | action_type=message\n  message: okay so a curved line between dino and volcano going towards bridge?\n- [2026-05-10T19:20:32.597171Z] follower | action_type=message\n  message: yes i think\n- [2026-05-10T19:21:14.058268Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:23:29.790728Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:23:33.845029Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:25:35.592245Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:26:59.016721Z] follower | action_type=message\n  message: i am confused\n- [2026-05-10T19:27:09.894186Z] follower | action_type=message\n  message: whats my destination\n- [2026-05-10T19:27:31.644157Z] follower | action_type=message\n  message: tell me a rough idea of the entire path\n- [2026-05-10T19:27:44.774480Z] follower | action_type=message\n  message: using all landmarks\n- [2026-05-10T19:31:31.316888Z] follower | action_type=message\n  message: wait the pyramid is below forest , right side or left side of the forest\n- [2026-05-10T19:34:26.643493Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:34:42.073229Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:35:10.099692Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:35:17.949314Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:36:11.714984Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:36:40.877185Z] follower | action_type=message\n  message: like a hill\n- [2026-05-10T19:37:15.052587Z] follower | action_type=message\n  message: u should end right of igloo or left\n- [2026-05-10T19:38:13.329076Z] follower | action_type=message\n  message: okay then a U ?\n- [2026-05-10T19:39:01.324345Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:40:07.170899Z] follower | action_type=message\n  message: how close is the curve to igloo\n- [2026-05-10T19:41:11.307129Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:41:42.243968Z] follower | action_type=message\n  message: so far from the dino its an S with a cup like structure in the bottom\n- [2026-05-10T19:42:09.012775Z] follower | action_type=message\n  message: then the s ends at the bottom of borest\n- [2026-05-10T19:42:22.211222Z] follower | action_type=message\n  message: then a n\n- [2026-05-10T19:42:29.780827Z] follower | action_type=message\n  message: yes yes\n- [2026-05-10T19:42:42.353032Z] follower | action_type=message\n  message: yupp\n- [2026-05-10T19:43:03.771896Z] follower | action_type=message\n  message: yes okay\n- [2026-05-10T19:45:26.624280Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:45:28.174332Z] follower | action_type=message\n  message: then\n- [2026-05-10T19:46:24.078682Z] follower | action_type=message\n  message: after the u?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Grounding by sharing or requesting information to align\", \"rationale\": \"My partner asked me a question after the U so I just replied him with a yes to reach the final destination.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study25", "participant_name": "Eden", "timeline_index": 179, "step_index": 47}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Eden\n\nBasic profile:\n- Age: 18 - 24\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-10T19:46:43.804945Z\n- action_type: message\n- message: left side of u extend it to suspension\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-10T19:13:23.471998Z] follower | action_type=message\n  message: lets check for the misplaced landmark first\n- [2026-05-10T19:13:47.644874Z] follower | action_type=message\n  message: from the top to bottom tell me your landmarks\n- [2026-05-10T19:15:16.836292Z] follower | action_type=message\n  message: okay so the pyramid is misplaced in mine\n- [2026-05-10T19:15:37.310524Z] follower | action_type=message\n  message: okay lets start\n- [2026-05-10T19:16:08.298261Z] follower | action_type=message\n  message: yess\n- [2026-05-10T19:16:55.985977Z] follower | action_type=message\n  message: is the path sticking to the left side?\n- [2026-05-10T19:17:02.764016Z] follower | action_type=message\n  message: of the volcano\n- [2026-05-10T19:17:43.969006Z] follower | action_type=message\n  message: okay so a curved line between dino and volcano going towards bridge?\n- [2026-05-10T19:20:32.597171Z] follower | action_type=message\n  message: yes i think\n- [2026-05-10T19:21:14.058268Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:23:29.790728Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:23:33.845029Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:25:35.592245Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:26:59.016721Z] follower | action_type=message\n  message: i am confused\n- [2026-05-10T19:27:09.894186Z] follower | action_type=message\n  message: whats my destination\n- [2026-05-10T19:27:31.644157Z] follower | action_type=message\n  message: tell me a rough idea of the entire path\n- [2026-05-10T19:27:44.774480Z] follower | action_type=message\n  message: using all landmarks\n- [2026-05-10T19:31:31.316888Z] follower | action_type=message\n  message: wait the pyramid is below forest , right side or left side of the forest\n- [2026-05-10T19:34:26.643493Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:34:42.073229Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:35:10.099692Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:35:17.949314Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:36:11.714984Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:36:40.877185Z] follower | action_type=message\n  message: like a hill\n- [2026-05-10T19:37:15.052587Z] follower | action_type=message\n  message: u should end right of igloo or left\n- [2026-05-10T19:38:13.329076Z] follower | action_type=message\n  message: okay then a U ?\n- [2026-05-10T19:39:01.324345Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:40:07.170899Z] follower | action_type=message\n  message: how close is the curve to igloo\n- [2026-05-10T19:41:11.307129Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:41:42.243968Z] follower | action_type=message\n  message: so far from the dino its an S with a cup like structure in the bottom\n- [2026-05-10T19:42:09.012775Z] follower | action_type=message\n  message: then the s ends at the bottom of borest\n- [2026-05-10T19:42:22.211222Z] follower | action_type=message\n  message: then a n\n- [2026-05-10T19:42:29.780827Z] follower | action_type=message\n  message: yes yes\n- [2026-05-10T19:42:42.353032Z] follower | action_type=message\n  message: yupp\n- [2026-05-10T19:43:03.771896Z] follower | action_type=message\n  message: yes okay\n- [2026-05-10T19:45:26.624280Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:45:28.174332Z] follower | action_type=message\n  message: then\n- [2026-05-10T19:46:24.078682Z] follower | action_type=message\n  message: after the u?\n- [2026-05-10T19:46:33.607814Z] follower | action_type=message\n  message: okay\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Grounding by sharing or requesting information to align\", \"rationale\": \"I gave my partner a more better explanation with extra details on how to move ahead from the U.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study25", "participant_name": "Eden", "timeline_index": 181, "step_index": 48}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Eden\n\nBasic profile:\n- Age: 18 - 24\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-10T19:47:00.512123Z\n- action_type: message\n- message: is below\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-10T19:13:23.471998Z] follower | action_type=message\n  message: lets check for the misplaced landmark first\n- [2026-05-10T19:13:47.644874Z] follower | action_type=message\n  message: from the top to bottom tell me your landmarks\n- [2026-05-10T19:15:16.836292Z] follower | action_type=message\n  message: okay so the pyramid is misplaced in mine\n- [2026-05-10T19:15:37.310524Z] follower | action_type=message\n  message: okay lets start\n- [2026-05-10T19:16:08.298261Z] follower | action_type=message\n  message: yess\n- [2026-05-10T19:16:55.985977Z] follower | action_type=message\n  message: is the path sticking to the left side?\n- [2026-05-10T19:17:02.764016Z] follower | action_type=message\n  message: of the volcano\n- [2026-05-10T19:17:43.969006Z] follower | action_type=message\n  message: okay so a curved line between dino and volcano going towards bridge?\n- [2026-05-10T19:20:32.597171Z] follower | action_type=message\n  message: yes i think\n- [2026-05-10T19:21:14.058268Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:23:29.790728Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:23:33.845029Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:25:35.592245Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:26:59.016721Z] follower | action_type=message\n  message: i am confused\n- [2026-05-10T19:27:09.894186Z] follower | action_type=message\n  message: whats my destination\n- [2026-05-10T19:27:31.644157Z] follower | action_type=message\n  message: tell me a rough idea of the entire path\n- [2026-05-10T19:27:44.774480Z] follower | action_type=message\n  message: using all landmarks\n- [2026-05-10T19:31:31.316888Z] follower | action_type=message\n  message: wait the pyramid is below forest , right side or left side of the forest\n- [2026-05-10T19:34:26.643493Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:34:42.073229Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:35:10.099692Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:35:17.949314Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:36:11.714984Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:36:40.877185Z] follower | action_type=message\n  message: like a hill\n- [2026-05-10T19:37:15.052587Z] follower | action_type=message\n  message: u should end right of igloo or left\n- [2026-05-10T19:38:13.329076Z] follower | action_type=message\n  message: okay then a U ?\n- [2026-05-10T19:39:01.324345Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:40:07.170899Z] follower | action_type=message\n  message: how close is the curve to igloo\n- [2026-05-10T19:41:11.307129Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:41:42.243968Z] follower | action_type=message\n  message: so far from the dino its an S with a cup like structure in the bottom\n- [2026-05-10T19:42:09.012775Z] follower | action_type=message\n  message: then the s ends at the bottom of borest\n- [2026-05-10T19:42:22.211222Z] follower | action_type=message\n  message: then a n\n- [2026-05-10T19:42:29.780827Z] follower | action_type=message\n  message: yes yes\n- [2026-05-10T19:42:42.353032Z] follower | action_type=message\n  message: yupp\n- [2026-05-10T19:43:03.771896Z] follower | action_type=message\n  message: yes okay\n- [2026-05-10T19:45:26.624280Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:45:28.174332Z] follower | action_type=message\n  message: then\n- [2026-05-10T19:46:24.078682Z] follower | action_type=message\n  message: after the u?\n- [2026-05-10T19:46:33.607814Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:46:45.357929Z] follower | action_type=message\n  message: is the finish under or above bridge\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Something was unclear and we were working it out\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Grounding by sharing or requesting information to align\", \"rationale\": \"Here my partner is confused and asking me whether he should end below the suspension bridge or above the suspension bridge so I was giving him a clear direction that he should end below the suspension bridge.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study25", "participant_name": "Eden", "timeline_index": 183, "step_index": 49}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Eden\n\nBasic profile:\n- Age: 18 - 24\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-10T19:47:26.779722Z\n- action_type: message\n- message: betweeb both letters\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-10T19:13:23.471998Z] follower | action_type=message\n  message: lets check for the misplaced landmark first\n- [2026-05-10T19:13:47.644874Z] follower | action_type=message\n  message: from the top to bottom tell me your landmarks\n- [2026-05-10T19:15:16.836292Z] follower | action_type=message\n  message: okay so the pyramid is misplaced in mine\n- [2026-05-10T19:15:37.310524Z] follower | action_type=message\n  message: okay lets start\n- [2026-05-10T19:16:08.298261Z] follower | action_type=message\n  message: yess\n- [2026-05-10T19:16:55.985977Z] follower | action_type=message\n  message: is the path sticking to the left side?\n- [2026-05-10T19:17:02.764016Z] follower | action_type=message\n  message: of the volcano\n- [2026-05-10T19:17:43.969006Z] follower | action_type=message\n  message: okay so a curved line between dino and volcano going towards bridge?\n- [2026-05-10T19:20:32.597171Z] follower | action_type=message\n  message: yes i think\n- [2026-05-10T19:21:14.058268Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:23:29.790728Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:23:33.845029Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:25:35.592245Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:26:59.016721Z] follower | action_type=message\n  message: i am confused\n- [2026-05-10T19:27:09.894186Z] follower | action_type=message\n  message: whats my destination\n- [2026-05-10T19:27:31.644157Z] follower | action_type=message\n  message: tell me a rough idea of the entire path\n- [2026-05-10T19:27:44.774480Z] follower | action_type=message\n  message: using all landmarks\n- [2026-05-10T19:31:31.316888Z] follower | action_type=message\n  message: wait the pyramid is below forest , right side or left side of the forest\n- [2026-05-10T19:34:26.643493Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:34:42.073229Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:35:10.099692Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:35:17.949314Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:36:11.714984Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:36:40.877185Z] follower | action_type=message\n  message: like a hill\n- [2026-05-10T19:37:15.052587Z] follower | action_type=message\n  message: u should end right of igloo or left\n- [2026-05-10T19:38:13.329076Z] follower | action_type=message\n  message: okay then a U ?\n- [2026-05-10T19:39:01.324345Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:40:07.170899Z] follower | action_type=message\n  message: how close is the curve to igloo\n- [2026-05-10T19:41:11.307129Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:41:42.243968Z] follower | action_type=message\n  message: so far from the dino its an S with a cup like structure in the bottom\n- [2026-05-10T19:42:09.012775Z] follower | action_type=message\n  message: then the s ends at the bottom of borest\n- [2026-05-10T19:42:22.211222Z] follower | action_type=message\n  message: then a n\n- [2026-05-10T19:42:29.780827Z] follower | action_type=message\n  message: yes yes\n- [2026-05-10T19:42:42.353032Z] follower | action_type=message\n  message: yupp\n- [2026-05-10T19:43:03.771896Z] follower | action_type=message\n  message: yes okay\n- [2026-05-10T19:45:26.624280Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:45:28.174332Z] follower | action_type=message\n  message: then\n- [2026-05-10T19:46:24.078682Z] follower | action_type=message\n  message: after the u?\n- [2026-05-10T19:46:33.607814Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:46:45.357929Z] follower | action_type=message\n  message: is the finish under or above bridge\n- [2026-05-10T19:47:12.169309Z] follower | action_type=message\n  message: tell me uder which alphabet is the X at\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Grounding by sharing or requesting information to align\", \"rationale\": \"Here again my partner is asking me the question where should he finish I was trying to answer him and let him know where he should finish under the suspension.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study25", "participant_name": "Eden", "timeline_index": 185, "step_index": 50}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Eden\n\nBasic profile:\n- Age: 18 - 24\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-10T19:47:36.734011Z\n- action_type: message\n- message: between*\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-10T19:13:23.471998Z] follower | action_type=message\n  message: lets check for the misplaced landmark first\n- [2026-05-10T19:13:47.644874Z] follower | action_type=message\n  message: from the top to bottom tell me your landmarks\n- [2026-05-10T19:15:16.836292Z] follower | action_type=message\n  message: okay so the pyramid is misplaced in mine\n- [2026-05-10T19:15:37.310524Z] follower | action_type=message\n  message: okay lets start\n- [2026-05-10T19:16:08.298261Z] follower | action_type=message\n  message: yess\n- [2026-05-10T19:16:55.985977Z] follower | action_type=message\n  message: is the path sticking to the left side?\n- [2026-05-10T19:17:02.764016Z] follower | action_type=message\n  message: of the volcano\n- [2026-05-10T19:17:43.969006Z] follower | action_type=message\n  message: okay so a curved line between dino and volcano going towards bridge?\n- [2026-05-10T19:20:32.597171Z] follower | action_type=message\n  message: yes i think\n- [2026-05-10T19:21:14.058268Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:23:29.790728Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:23:33.845029Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:25:35.592245Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:26:59.016721Z] follower | action_type=message\n  message: i am confused\n- [2026-05-10T19:27:09.894186Z] follower | action_type=message\n  message: whats my destination\n- [2026-05-10T19:27:31.644157Z] follower | action_type=message\n  message: tell me a rough idea of the entire path\n- [2026-05-10T19:27:44.774480Z] follower | action_type=message\n  message: using all landmarks\n- [2026-05-10T19:31:31.316888Z] follower | action_type=message\n  message: wait the pyramid is below forest , right side or left side of the forest\n- [2026-05-10T19:34:26.643493Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:34:42.073229Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:35:10.099692Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:35:17.949314Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:36:11.714984Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:36:40.877185Z] follower | action_type=message\n  message: like a hill\n- [2026-05-10T19:37:15.052587Z] follower | action_type=message\n  message: u should end right of igloo or left\n- [2026-05-10T19:38:13.329076Z] follower | action_type=message\n  message: okay then a U ?\n- [2026-05-10T19:39:01.324345Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:40:07.170899Z] follower | action_type=message\n  message: how close is the curve to igloo\n- [2026-05-10T19:41:11.307129Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:41:42.243968Z] follower | action_type=message\n  message: so far from the dino its an S with a cup like structure in the bottom\n- [2026-05-10T19:42:09.012775Z] follower | action_type=message\n  message: then the s ends at the bottom of borest\n- [2026-05-10T19:42:22.211222Z] follower | action_type=message\n  message: then a n\n- [2026-05-10T19:42:29.780827Z] follower | action_type=message\n  message: yes yes\n- [2026-05-10T19:42:42.353032Z] follower | action_type=message\n  message: yupp\n- [2026-05-10T19:43:03.771896Z] follower | action_type=message\n  message: yes okay\n- [2026-05-10T19:45:26.624280Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:45:28.174332Z] follower | action_type=message\n  message: then\n- [2026-05-10T19:46:24.078682Z] follower | action_type=message\n  message: after the u?\n- [2026-05-10T19:46:33.607814Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:46:45.357929Z] follower | action_type=message\n  message: is the finish under or above bridge\n- [2026-05-10T19:47:12.169309Z] follower | action_type=message\n  message: tell me uder which alphabet is the X at\n- [2026-05-10T19:47:32.077127Z] follower | action_type=message\n  message: and how below\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Grounding by sharing or requesting information to align\", \"rationale\": \"Here again my partner is asking me the question where should he finish I was trying to answer him and let him know where he should finish under the suspension.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study25", "participant_name": "Eden", "timeline_index": 187, "step_index": 51}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Eden\n\nBasic profile:\n- Age: 18 - 24\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-10T19:48:12.445520Z\n- action_type: message\n- message: a normal gap\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-10T19:13:23.471998Z] follower | action_type=message\n  message: lets check for the misplaced landmark first\n- [2026-05-10T19:13:47.644874Z] follower | action_type=message\n  message: from the top to bottom tell me your landmarks\n- [2026-05-10T19:15:16.836292Z] follower | action_type=message\n  message: okay so the pyramid is misplaced in mine\n- [2026-05-10T19:15:37.310524Z] follower | action_type=message\n  message: okay lets start\n- [2026-05-10T19:16:08.298261Z] follower | action_type=message\n  message: yess\n- [2026-05-10T19:16:55.985977Z] follower | action_type=message\n  message: is the path sticking to the left side?\n- [2026-05-10T19:17:02.764016Z] follower | action_type=message\n  message: of the volcano\n- [2026-05-10T19:17:43.969006Z] follower | action_type=message\n  message: okay so a curved line between dino and volcano going towards bridge?\n- [2026-05-10T19:20:32.597171Z] follower | action_type=message\n  message: yes i think\n- [2026-05-10T19:21:14.058268Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:23:29.790728Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:23:33.845029Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:25:35.592245Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:26:59.016721Z] follower | action_type=message\n  message: i am confused\n- [2026-05-10T19:27:09.894186Z] follower | action_type=message\n  message: whats my destination\n- [2026-05-10T19:27:31.644157Z] follower | action_type=message\n  message: tell me a rough idea of the entire path\n- [2026-05-10T19:27:44.774480Z] follower | action_type=message\n  message: using all landmarks\n- [2026-05-10T19:31:31.316888Z] follower | action_type=message\n  message: wait the pyramid is below forest , right side or left side of the forest\n- [2026-05-10T19:34:26.643493Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:34:42.073229Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:35:10.099692Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:35:17.949314Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:36:11.714984Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:36:40.877185Z] follower | action_type=message\n  message: like a hill\n- [2026-05-10T19:37:15.052587Z] follower | action_type=message\n  message: u should end right of igloo or left\n- [2026-05-10T19:38:13.329076Z] follower | action_type=message\n  message: okay then a U ?\n- [2026-05-10T19:39:01.324345Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:40:07.170899Z] follower | action_type=message\n  message: how close is the curve to igloo\n- [2026-05-10T19:41:11.307129Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:41:42.243968Z] follower | action_type=message\n  message: so far from the dino its an S with a cup like structure in the bottom\n- [2026-05-10T19:42:09.012775Z] follower | action_type=message\n  message: then the s ends at the bottom of borest\n- [2026-05-10T19:42:22.211222Z] follower | action_type=message\n  message: then a n\n- [2026-05-10T19:42:29.780827Z] follower | action_type=message\n  message: yes yes\n- [2026-05-10T19:42:42.353032Z] follower | action_type=message\n  message: yupp\n- [2026-05-10T19:43:03.771896Z] follower | action_type=message\n  message: yes okay\n- [2026-05-10T19:45:26.624280Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:45:28.174332Z] follower | action_type=message\n  message: then\n- [2026-05-10T19:46:24.078682Z] follower | action_type=message\n  message: after the u?\n- [2026-05-10T19:46:33.607814Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:46:45.357929Z] follower | action_type=message\n  message: is the finish under or above bridge\n- [2026-05-10T19:47:12.169309Z] follower | action_type=message\n  message: tell me uder which alphabet is the X at\n- [2026-05-10T19:47:32.077127Z] follower | action_type=message\n  message: and how below\n- [2026-05-10T19:47:49.582893Z] follower | action_type=message\n  message: how below\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Grounding by sharing or requesting information to align\", \"rationale\": \"I was trying to tell my partner the gap between the letters and where should he end.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study25", "participant_name": "Eden", "timeline_index": 190, "step_index": 52}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Eden\n\nBasic profile:\n- Age: 18 - 24\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-10T19:48:21.299262Z\n- action_type: message\n- message: less than half finger\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-10T19:13:23.471998Z] follower | action_type=message\n  message: lets check for the misplaced landmark first\n- [2026-05-10T19:13:47.644874Z] follower | action_type=message\n  message: from the top to bottom tell me your landmarks\n- [2026-05-10T19:15:16.836292Z] follower | action_type=message\n  message: okay so the pyramid is misplaced in mine\n- [2026-05-10T19:15:37.310524Z] follower | action_type=message\n  message: okay lets start\n- [2026-05-10T19:16:08.298261Z] follower | action_type=message\n  message: yess\n- [2026-05-10T19:16:55.985977Z] follower | action_type=message\n  message: is the path sticking to the left side?\n- [2026-05-10T19:17:02.764016Z] follower | action_type=message\n  message: of the volcano\n- [2026-05-10T19:17:43.969006Z] follower | action_type=message\n  message: okay so a curved line between dino and volcano going towards bridge?\n- [2026-05-10T19:20:32.597171Z] follower | action_type=message\n  message: yes i think\n- [2026-05-10T19:21:14.058268Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:23:29.790728Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:23:33.845029Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:25:35.592245Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:26:59.016721Z] follower | action_type=message\n  message: i am confused\n- [2026-05-10T19:27:09.894186Z] follower | action_type=message\n  message: whats my destination\n- [2026-05-10T19:27:31.644157Z] follower | action_type=message\n  message: tell me a rough idea of the entire path\n- [2026-05-10T19:27:44.774480Z] follower | action_type=message\n  message: using all landmarks\n- [2026-05-10T19:31:31.316888Z] follower | action_type=message\n  message: wait the pyramid is below forest , right side or left side of the forest\n- [2026-05-10T19:34:26.643493Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:34:42.073229Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:35:10.099692Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:35:17.949314Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:36:11.714984Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:36:40.877185Z] follower | action_type=message\n  message: like a hill\n- [2026-05-10T19:37:15.052587Z] follower | action_type=message\n  message: u should end right of igloo or left\n- [2026-05-10T19:38:13.329076Z] follower | action_type=message\n  message: okay then a U ?\n- [2026-05-10T19:39:01.324345Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:40:07.170899Z] follower | action_type=message\n  message: how close is the curve to igloo\n- [2026-05-10T19:41:11.307129Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:41:42.243968Z] follower | action_type=message\n  message: so far from the dino its an S with a cup like structure in the bottom\n- [2026-05-10T19:42:09.012775Z] follower | action_type=message\n  message: then the s ends at the bottom of borest\n- [2026-05-10T19:42:22.211222Z] follower | action_type=message\n  message: then a n\n- [2026-05-10T19:42:29.780827Z] follower | action_type=message\n  message: yes yes\n- [2026-05-10T19:42:42.353032Z] follower | action_type=message\n  message: yupp\n- [2026-05-10T19:43:03.771896Z] follower | action_type=message\n  message: yes okay\n- [2026-05-10T19:45:26.624280Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:45:28.174332Z] follower | action_type=message\n  message: then\n- [2026-05-10T19:46:24.078682Z] follower | action_type=message\n  message: after the u?\n- [2026-05-10T19:46:33.607814Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:46:45.357929Z] follower | action_type=message\n  message: is the finish under or above bridge\n- [2026-05-10T19:47:12.169309Z] follower | action_type=message\n  message: tell me uder which alphabet is the X at\n- [2026-05-10T19:47:32.077127Z] follower | action_type=message\n  message: and how below\n- [2026-05-10T19:47:49.582893Z] follower | action_type=message\n  message: how below\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Grounding by sharing or requesting information to align\", \"rationale\": \"I was trying to tell my partner the gap between the letters and where should he end.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study25", "participant_name": "Eden", "timeline_index": 192, "step_index": 53}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Eden\n\nBasic profile:\n- Age: 18 - 24\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-10T19:48:29.398495Z\n- action_type: message\n- message: not too close for sure\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-10T19:13:23.471998Z] follower | action_type=message\n  message: lets check for the misplaced landmark first\n- [2026-05-10T19:13:47.644874Z] follower | action_type=message\n  message: from the top to bottom tell me your landmarks\n- [2026-05-10T19:15:16.836292Z] follower | action_type=message\n  message: okay so the pyramid is misplaced in mine\n- [2026-05-10T19:15:37.310524Z] follower | action_type=message\n  message: okay lets start\n- [2026-05-10T19:16:08.298261Z] follower | action_type=message\n  message: yess\n- [2026-05-10T19:16:55.985977Z] follower | action_type=message\n  message: is the path sticking to the left side?\n- [2026-05-10T19:17:02.764016Z] follower | action_type=message\n  message: of the volcano\n- [2026-05-10T19:17:43.969006Z] follower | action_type=message\n  message: okay so a curved line between dino and volcano going towards bridge?\n- [2026-05-10T19:20:32.597171Z] follower | action_type=message\n  message: yes i think\n- [2026-05-10T19:21:14.058268Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:23:29.790728Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:23:33.845029Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:25:35.592245Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:26:59.016721Z] follower | action_type=message\n  message: i am confused\n- [2026-05-10T19:27:09.894186Z] follower | action_type=message\n  message: whats my destination\n- [2026-05-10T19:27:31.644157Z] follower | action_type=message\n  message: tell me a rough idea of the entire path\n- [2026-05-10T19:27:44.774480Z] follower | action_type=message\n  message: using all landmarks\n- [2026-05-10T19:31:31.316888Z] follower | action_type=message\n  message: wait the pyramid is below forest , right side or left side of the forest\n- [2026-05-10T19:34:26.643493Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:34:42.073229Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:35:10.099692Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:35:17.949314Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:36:11.714984Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:36:40.877185Z] follower | action_type=message\n  message: like a hill\n- [2026-05-10T19:37:15.052587Z] follower | action_type=message\n  message: u should end right of igloo or left\n- [2026-05-10T19:38:13.329076Z] follower | action_type=message\n  message: okay then a U ?\n- [2026-05-10T19:39:01.324345Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:40:07.170899Z] follower | action_type=message\n  message: how close is the curve to igloo\n- [2026-05-10T19:41:11.307129Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:41:42.243968Z] follower | action_type=message\n  message: so far from the dino its an S with a cup like structure in the bottom\n- [2026-05-10T19:42:09.012775Z] follower | action_type=message\n  message: then the s ends at the bottom of borest\n- [2026-05-10T19:42:22.211222Z] follower | action_type=message\n  message: then a n\n- [2026-05-10T19:42:29.780827Z] follower | action_type=message\n  message: yes yes\n- [2026-05-10T19:42:42.353032Z] follower | action_type=message\n  message: yupp\n- [2026-05-10T19:43:03.771896Z] follower | action_type=message\n  message: yes okay\n- [2026-05-10T19:45:26.624280Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:45:28.174332Z] follower | action_type=message\n  message: then\n- [2026-05-10T19:46:24.078682Z] follower | action_type=message\n  message: after the u?\n- [2026-05-10T19:46:33.607814Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:46:45.357929Z] follower | action_type=message\n  message: is the finish under or above bridge\n- [2026-05-10T19:47:12.169309Z] follower | action_type=message\n  message: tell me uder which alphabet is the X at\n- [2026-05-10T19:47:32.077127Z] follower | action_type=message\n  message: and how below\n- [2026-05-10T19:47:49.582893Z] follower | action_type=message\n  message: how below\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Grounding by sharing or requesting information to align\", \"rationale\": \"Here I was telling my partner that he should not end very close to the suspension bridge. There should be some gap, maybe on a half finger.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study25", "participant_name": "Eden", "timeline_index": 194, "step_index": 54}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Eden\n\nBasic profile:\n- Age: 18 - 24\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-10T19:49:35.771193Z\n- action_type: message\n- message: okayyy\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-10T19:13:23.471998Z] follower | action_type=message\n  message: lets check for the misplaced landmark first\n- [2026-05-10T19:13:47.644874Z] follower | action_type=message\n  message: from the top to bottom tell me your landmarks\n- [2026-05-10T19:15:16.836292Z] follower | action_type=message\n  message: okay so the pyramid is misplaced in mine\n- [2026-05-10T19:15:37.310524Z] follower | action_type=message\n  message: okay lets start\n- [2026-05-10T19:16:08.298261Z] follower | action_type=message\n  message: yess\n- [2026-05-10T19:16:55.985977Z] follower | action_type=message\n  message: is the path sticking to the left side?\n- [2026-05-10T19:17:02.764016Z] follower | action_type=message\n  message: of the volcano\n- [2026-05-10T19:17:43.969006Z] follower | action_type=message\n  message: okay so a curved line between dino and volcano going towards bridge?\n- [2026-05-10T19:20:32.597171Z] follower | action_type=message\n  message: yes i think\n- [2026-05-10T19:21:14.058268Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:23:29.790728Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:23:33.845029Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:25:35.592245Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:26:59.016721Z] follower | action_type=message\n  message: i am confused\n- [2026-05-10T19:27:09.894186Z] follower | action_type=message\n  message: whats my destination\n- [2026-05-10T19:27:31.644157Z] follower | action_type=message\n  message: tell me a rough idea of the entire path\n- [2026-05-10T19:27:44.774480Z] follower | action_type=message\n  message: using all landmarks\n- [2026-05-10T19:31:31.316888Z] follower | action_type=message\n  message: wait the pyramid is below forest , right side or left side of the forest\n- [2026-05-10T19:34:26.643493Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:34:42.073229Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:35:10.099692Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:35:17.949314Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:36:11.714984Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:36:40.877185Z] follower | action_type=message\n  message: like a hill\n- [2026-05-10T19:37:15.052587Z] follower | action_type=message\n  message: u should end right of igloo or left\n- [2026-05-10T19:38:13.329076Z] follower | action_type=message\n  message: okay then a U ?\n- [2026-05-10T19:39:01.324345Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:40:07.170899Z] follower | action_type=message\n  message: how close is the curve to igloo\n- [2026-05-10T19:41:11.307129Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:41:42.243968Z] follower | action_type=message\n  message: so far from the dino its an S with a cup like structure in the bottom\n- [2026-05-10T19:42:09.012775Z] follower | action_type=message\n  message: then the s ends at the bottom of borest\n- [2026-05-10T19:42:22.211222Z] follower | action_type=message\n  message: then a n\n- [2026-05-10T19:42:29.780827Z] follower | action_type=message\n  message: yes yes\n- [2026-05-10T19:42:42.353032Z] follower | action_type=message\n  message: yupp\n- [2026-05-10T19:43:03.771896Z] follower | action_type=message\n  message: yes okay\n- [2026-05-10T19:45:26.624280Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:45:28.174332Z] follower | action_type=message\n  message: then\n- [2026-05-10T19:46:24.078682Z] follower | action_type=message\n  message: after the u?\n- [2026-05-10T19:46:33.607814Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:46:45.357929Z] follower | action_type=message\n  message: is the finish under or above bridge\n- [2026-05-10T19:47:12.169309Z] follower | action_type=message\n  message: tell me uder which alphabet is the X at\n- [2026-05-10T19:47:32.077127Z] follower | action_type=message\n  message: and how below\n- [2026-05-10T19:47:49.582893Z] follower | action_type=message\n  message: how below\n- [2026-05-10T19:49:07.085498Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:49:24.307166Z] follower | action_type=message\n  message: I think We've got it\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"Here, my partner told me that we have got the root, so I was just replying him with the word OK.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study25", "participant_name": "Eden", "timeline_index": 214, "step_index": 55}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Eden\n\nBasic profile:\n- Age: 18 - 24\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-10T19:49:46.509877Z\n- action_type: message\n- message: do u need any more guidance ?\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-10T19:13:23.471998Z] follower | action_type=message\n  message: lets check for the misplaced landmark first\n- [2026-05-10T19:13:47.644874Z] follower | action_type=message\n  message: from the top to bottom tell me your landmarks\n- [2026-05-10T19:15:16.836292Z] follower | action_type=message\n  message: okay so the pyramid is misplaced in mine\n- [2026-05-10T19:15:37.310524Z] follower | action_type=message\n  message: okay lets start\n- [2026-05-10T19:16:08.298261Z] follower | action_type=message\n  message: yess\n- [2026-05-10T19:16:55.985977Z] follower | action_type=message\n  message: is the path sticking to the left side?\n- [2026-05-10T19:17:02.764016Z] follower | action_type=message\n  message: of the volcano\n- [2026-05-10T19:17:43.969006Z] follower | action_type=message\n  message: okay so a curved line between dino and volcano going towards bridge?\n- [2026-05-10T19:20:32.597171Z] follower | action_type=message\n  message: yes i think\n- [2026-05-10T19:21:14.058268Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:23:29.790728Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:23:33.845029Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:25:35.592245Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:26:59.016721Z] follower | action_type=message\n  message: i am confused\n- [2026-05-10T19:27:09.894186Z] follower | action_type=message\n  message: whats my destination\n- [2026-05-10T19:27:31.644157Z] follower | action_type=message\n  message: tell me a rough idea of the entire path\n- [2026-05-10T19:27:44.774480Z] follower | action_type=message\n  message: using all landmarks\n- [2026-05-10T19:31:31.316888Z] follower | action_type=message\n  message: wait the pyramid is below forest , right side or left side of the forest\n- [2026-05-10T19:34:26.643493Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:34:42.073229Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:35:10.099692Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:35:17.949314Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:36:11.714984Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:36:40.877185Z] follower | action_type=message\n  message: like a hill\n- [2026-05-10T19:37:15.052587Z] follower | action_type=message\n  message: u should end right of igloo or left\n- [2026-05-10T19:38:13.329076Z] follower | action_type=message\n  message: okay then a U ?\n- [2026-05-10T19:39:01.324345Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:40:07.170899Z] follower | action_type=message\n  message: how close is the curve to igloo\n- [2026-05-10T19:41:11.307129Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:41:42.243968Z] follower | action_type=message\n  message: so far from the dino its an S with a cup like structure in the bottom\n- [2026-05-10T19:42:09.012775Z] follower | action_type=message\n  message: then the s ends at the bottom of borest\n- [2026-05-10T19:42:22.211222Z] follower | action_type=message\n  message: then a n\n- [2026-05-10T19:42:29.780827Z] follower | action_type=message\n  message: yes yes\n- [2026-05-10T19:42:42.353032Z] follower | action_type=message\n  message: yupp\n- [2026-05-10T19:43:03.771896Z] follower | action_type=message\n  message: yes okay\n- [2026-05-10T19:45:26.624280Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:45:28.174332Z] follower | action_type=message\n  message: then\n- [2026-05-10T19:46:24.078682Z] follower | action_type=message\n  message: after the u?\n- [2026-05-10T19:46:33.607814Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:46:45.357929Z] follower | action_type=message\n  message: is the finish under or above bridge\n- [2026-05-10T19:47:12.169309Z] follower | action_type=message\n  message: tell me uder which alphabet is the X at\n- [2026-05-10T19:47:32.077127Z] follower | action_type=message\n  message: and how below\n- [2026-05-10T19:47:49.582893Z] follower | action_type=message\n  message: how below\n- [2026-05-10T19:49:07.085498Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:49:24.307166Z] follower | action_type=message\n  message: I think We've got it\n- [2026-05-10T19:49:43.138991Z] follower | action_type=message\n  message: submit?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"Here, to make sure the route is right, I was asking my partner does he need any more guidance on the route.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study25", "participant_name": "Eden", "timeline_index": 216, "step_index": 56}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Eden\n\nBasic profile:\n- Age: 18 - 24\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-10T19:50:13.602841Z\n- action_type: message\n- message: once if possible can u describe me the route\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-10T19:13:23.471998Z] follower | action_type=message\n  message: lets check for the misplaced landmark first\n- [2026-05-10T19:13:47.644874Z] follower | action_type=message\n  message: from the top to bottom tell me your landmarks\n- [2026-05-10T19:15:16.836292Z] follower | action_type=message\n  message: okay so the pyramid is misplaced in mine\n- [2026-05-10T19:15:37.310524Z] follower | action_type=message\n  message: okay lets start\n- [2026-05-10T19:16:08.298261Z] follower | action_type=message\n  message: yess\n- [2026-05-10T19:16:55.985977Z] follower | action_type=message\n  message: is the path sticking to the left side?\n- [2026-05-10T19:17:02.764016Z] follower | action_type=message\n  message: of the volcano\n- [2026-05-10T19:17:43.969006Z] follower | action_type=message\n  message: okay so a curved line between dino and volcano going towards bridge?\n- [2026-05-10T19:20:32.597171Z] follower | action_type=message\n  message: yes i think\n- [2026-05-10T19:21:14.058268Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:23:29.790728Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:23:33.845029Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:25:35.592245Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:26:59.016721Z] follower | action_type=message\n  message: i am confused\n- [2026-05-10T19:27:09.894186Z] follower | action_type=message\n  message: whats my destination\n- [2026-05-10T19:27:31.644157Z] follower | action_type=message\n  message: tell me a rough idea of the entire path\n- [2026-05-10T19:27:44.774480Z] follower | action_type=message\n  message: using all landmarks\n- [2026-05-10T19:31:31.316888Z] follower | action_type=message\n  message: wait the pyramid is below forest , right side or left side of the forest\n- [2026-05-10T19:34:26.643493Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:34:42.073229Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:35:10.099692Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:35:17.949314Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:36:11.714984Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:36:40.877185Z] follower | action_type=message\n  message: like a hill\n- [2026-05-10T19:37:15.052587Z] follower | action_type=message\n  message: u should end right of igloo or left\n- [2026-05-10T19:38:13.329076Z] follower | action_type=message\n  message: okay then a U ?\n- [2026-05-10T19:39:01.324345Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:40:07.170899Z] follower | action_type=message\n  message: how close is the curve to igloo\n- [2026-05-10T19:41:11.307129Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:41:42.243968Z] follower | action_type=message\n  message: so far from the dino its an S with a cup like structure in the bottom\n- [2026-05-10T19:42:09.012775Z] follower | action_type=message\n  message: then the s ends at the bottom of borest\n- [2026-05-10T19:42:22.211222Z] follower | action_type=message\n  message: then a n\n- [2026-05-10T19:42:29.780827Z] follower | action_type=message\n  message: yes yes\n- [2026-05-10T19:42:42.353032Z] follower | action_type=message\n  message: yupp\n- [2026-05-10T19:43:03.771896Z] follower | action_type=message\n  message: yes okay\n- [2026-05-10T19:45:26.624280Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:45:28.174332Z] follower | action_type=message\n  message: then\n- [2026-05-10T19:46:24.078682Z] follower | action_type=message\n  message: after the u?\n- [2026-05-10T19:46:33.607814Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:46:45.357929Z] follower | action_type=message\n  message: is the finish under or above bridge\n- [2026-05-10T19:47:12.169309Z] follower | action_type=message\n  message: tell me uder which alphabet is the X at\n- [2026-05-10T19:47:32.077127Z] follower | action_type=message\n  message: and how below\n- [2026-05-10T19:47:49.582893Z] follower | action_type=message\n  message: how below\n- [2026-05-10T19:49:07.085498Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:49:24.307166Z] follower | action_type=message\n  message: I think We've got it\n- [2026-05-10T19:49:43.138991Z] follower | action_type=message\n  message: submit?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Probably understood our situation but I was not fully sure\", \"self_reasoning\": \"Confirming the situation with my partner\", \"rationale\": \"Here I was asking my partner to describe the route so that I can get a better knowledge if he made the right route or wrong.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study25", "participant_name": "Eden", "timeline_index": 217, "step_index": 57}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Eden\n\nBasic profile:\n- Age: 18 - 24\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-10T19:50:30.766649Z\n- action_type: message\n- message: thasts great\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-10T19:13:23.471998Z] follower | action_type=message\n  message: lets check for the misplaced landmark first\n- [2026-05-10T19:13:47.644874Z] follower | action_type=message\n  message: from the top to bottom tell me your landmarks\n- [2026-05-10T19:15:16.836292Z] follower | action_type=message\n  message: okay so the pyramid is misplaced in mine\n- [2026-05-10T19:15:37.310524Z] follower | action_type=message\n  message: okay lets start\n- [2026-05-10T19:16:08.298261Z] follower | action_type=message\n  message: yess\n- [2026-05-10T19:16:55.985977Z] follower | action_type=message\n  message: is the path sticking to the left side?\n- [2026-05-10T19:17:02.764016Z] follower | action_type=message\n  message: of the volcano\n- [2026-05-10T19:17:43.969006Z] follower | action_type=message\n  message: okay so a curved line between dino and volcano going towards bridge?\n- [2026-05-10T19:20:32.597171Z] follower | action_type=message\n  message: yes i think\n- [2026-05-10T19:21:14.058268Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:23:29.790728Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:23:33.845029Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:25:35.592245Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:26:59.016721Z] follower | action_type=message\n  message: i am confused\n- [2026-05-10T19:27:09.894186Z] follower | action_type=message\n  message: whats my destination\n- [2026-05-10T19:27:31.644157Z] follower | action_type=message\n  message: tell me a rough idea of the entire path\n- [2026-05-10T19:27:44.774480Z] follower | action_type=message\n  message: using all landmarks\n- [2026-05-10T19:31:31.316888Z] follower | action_type=message\n  message: wait the pyramid is below forest , right side or left side of the forest\n- [2026-05-10T19:34:26.643493Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:34:42.073229Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:35:10.099692Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:35:17.949314Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:36:11.714984Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:36:40.877185Z] follower | action_type=message\n  message: like a hill\n- [2026-05-10T19:37:15.052587Z] follower | action_type=message\n  message: u should end right of igloo or left\n- [2026-05-10T19:38:13.329076Z] follower | action_type=message\n  message: okay then a U ?\n- [2026-05-10T19:39:01.324345Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:40:07.170899Z] follower | action_type=message\n  message: how close is the curve to igloo\n- [2026-05-10T19:41:11.307129Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:41:42.243968Z] follower | action_type=message\n  message: so far from the dino its an S with a cup like structure in the bottom\n- [2026-05-10T19:42:09.012775Z] follower | action_type=message\n  message: then the s ends at the bottom of borest\n- [2026-05-10T19:42:22.211222Z] follower | action_type=message\n  message: then a n\n- [2026-05-10T19:42:29.780827Z] follower | action_type=message\n  message: yes yes\n- [2026-05-10T19:42:42.353032Z] follower | action_type=message\n  message: yupp\n- [2026-05-10T19:43:03.771896Z] follower | action_type=message\n  message: yes okay\n- [2026-05-10T19:45:26.624280Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:45:28.174332Z] follower | action_type=message\n  message: then\n- [2026-05-10T19:46:24.078682Z] follower | action_type=message\n  message: after the u?\n- [2026-05-10T19:46:33.607814Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:46:45.357929Z] follower | action_type=message\n  message: is the finish under or above bridge\n- [2026-05-10T19:47:12.169309Z] follower | action_type=message\n  message: tell me uder which alphabet is the X at\n- [2026-05-10T19:47:32.077127Z] follower | action_type=message\n  message: and how below\n- [2026-05-10T19:47:49.582893Z] follower | action_type=message\n  message: how below\n- [2026-05-10T19:49:07.085498Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:49:24.307166Z] follower | action_type=message\n  message: I think We've got it\n- [2026-05-10T19:49:43.138991Z] follower | action_type=message\n  message: submit?\n- [2026-05-10T19:50:14.537757Z] follower | action_type=message\n  message: no i think we did okay\n- [2026-05-10T19:50:24.614853Z] follower | action_type=message\n  message: s from dino\n- [2026-05-10T19:50:30.403256Z] follower | action_type=message\n  message: cup at bottom\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"I thought so. The route made by partner was right. So I was just acknowledging him. That's great.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study25", "participant_name": "Eden", "timeline_index": 221, "step_index": 58}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Eden\n\nBasic profile:\n- Age: 18 - 24\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-10T19:50:44.204731Z\n- action_type: message\n- message: small n and small u\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-10T19:13:23.471998Z] follower | action_type=message\n  message: lets check for the misplaced landmark first\n- [2026-05-10T19:13:47.644874Z] follower | action_type=message\n  message: from the top to bottom tell me your landmarks\n- [2026-05-10T19:15:16.836292Z] follower | action_type=message\n  message: okay so the pyramid is misplaced in mine\n- [2026-05-10T19:15:37.310524Z] follower | action_type=message\n  message: okay lets start\n- [2026-05-10T19:16:08.298261Z] follower | action_type=message\n  message: yess\n- [2026-05-10T19:16:55.985977Z] follower | action_type=message\n  message: is the path sticking to the left side?\n- [2026-05-10T19:17:02.764016Z] follower | action_type=message\n  message: of the volcano\n- [2026-05-10T19:17:43.969006Z] follower | action_type=message\n  message: okay so a curved line between dino and volcano going towards bridge?\n- [2026-05-10T19:20:32.597171Z] follower | action_type=message\n  message: yes i think\n- [2026-05-10T19:21:14.058268Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:23:29.790728Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:23:33.845029Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:25:35.592245Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:26:59.016721Z] follower | action_type=message\n  message: i am confused\n- [2026-05-10T19:27:09.894186Z] follower | action_type=message\n  message: whats my destination\n- [2026-05-10T19:27:31.644157Z] follower | action_type=message\n  message: tell me a rough idea of the entire path\n- [2026-05-10T19:27:44.774480Z] follower | action_type=message\n  message: using all landmarks\n- [2026-05-10T19:31:31.316888Z] follower | action_type=message\n  message: wait the pyramid is below forest , right side or left side of the forest\n- [2026-05-10T19:34:26.643493Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:34:42.073229Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:35:10.099692Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:35:17.949314Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:36:11.714984Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:36:40.877185Z] follower | action_type=message\n  message: like a hill\n- [2026-05-10T19:37:15.052587Z] follower | action_type=message\n  message: u should end right of igloo or left\n- [2026-05-10T19:38:13.329076Z] follower | action_type=message\n  message: okay then a U ?\n- [2026-05-10T19:39:01.324345Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:40:07.170899Z] follower | action_type=message\n  message: how close is the curve to igloo\n- [2026-05-10T19:41:11.307129Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:41:42.243968Z] follower | action_type=message\n  message: so far from the dino its an S with a cup like structure in the bottom\n- [2026-05-10T19:42:09.012775Z] follower | action_type=message\n  message: then the s ends at the bottom of borest\n- [2026-05-10T19:42:22.211222Z] follower | action_type=message\n  message: then a n\n- [2026-05-10T19:42:29.780827Z] follower | action_type=message\n  message: yes yes\n- [2026-05-10T19:42:42.353032Z] follower | action_type=message\n  message: yupp\n- [2026-05-10T19:43:03.771896Z] follower | action_type=message\n  message: yes okay\n- [2026-05-10T19:45:26.624280Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:45:28.174332Z] follower | action_type=message\n  message: then\n- [2026-05-10T19:46:24.078682Z] follower | action_type=message\n  message: after the u?\n- [2026-05-10T19:46:33.607814Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:46:45.357929Z] follower | action_type=message\n  message: is the finish under or above bridge\n- [2026-05-10T19:47:12.169309Z] follower | action_type=message\n  message: tell me uder which alphabet is the X at\n- [2026-05-10T19:47:32.077127Z] follower | action_type=message\n  message: and how below\n- [2026-05-10T19:47:49.582893Z] follower | action_type=message\n  message: how below\n- [2026-05-10T19:49:07.085498Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:49:24.307166Z] follower | action_type=message\n  message: I think We've got it\n- [2026-05-10T19:49:43.138991Z] follower | action_type=message\n  message: submit?\n- [2026-05-10T19:50:14.537757Z] follower | action_type=message\n  message: no i think we did okay\n- [2026-05-10T19:50:24.614853Z] follower | action_type=message\n  message: s from dino\n- [2026-05-10T19:50:30.403256Z] follower | action_type=message\n  message: cup at bottom\n- [2026-05-10T19:50:34.070554Z] follower | action_type=message\n  message: then n\n- [2026-05-10T19:50:36.580648Z] follower | action_type=message\n  message: then u\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"Here I thought that he only mentioned n and u so I was just trying to give him more details of making him more comfortable by saying it was small n and small u.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study25", "participant_name": "Eden", "timeline_index": 224, "step_index": 59}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Eden\n\nBasic profile:\n- Age: 18 - 24\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-10T19:51:01.545125Z\n- action_type: message\n- message: great then\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-10T19:13:23.471998Z] follower | action_type=message\n  message: lets check for the misplaced landmark first\n- [2026-05-10T19:13:47.644874Z] follower | action_type=message\n  message: from the top to bottom tell me your landmarks\n- [2026-05-10T19:15:16.836292Z] follower | action_type=message\n  message: okay so the pyramid is misplaced in mine\n- [2026-05-10T19:15:37.310524Z] follower | action_type=message\n  message: okay lets start\n- [2026-05-10T19:16:08.298261Z] follower | action_type=message\n  message: yess\n- [2026-05-10T19:16:55.985977Z] follower | action_type=message\n  message: is the path sticking to the left side?\n- [2026-05-10T19:17:02.764016Z] follower | action_type=message\n  message: of the volcano\n- [2026-05-10T19:17:43.969006Z] follower | action_type=message\n  message: okay so a curved line between dino and volcano going towards bridge?\n- [2026-05-10T19:20:32.597171Z] follower | action_type=message\n  message: yes i think\n- [2026-05-10T19:21:14.058268Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:23:29.790728Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:23:33.845029Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:25:35.592245Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:26:59.016721Z] follower | action_type=message\n  message: i am confused\n- [2026-05-10T19:27:09.894186Z] follower | action_type=message\n  message: whats my destination\n- [2026-05-10T19:27:31.644157Z] follower | action_type=message\n  message: tell me a rough idea of the entire path\n- [2026-05-10T19:27:44.774480Z] follower | action_type=message\n  message: using all landmarks\n- [2026-05-10T19:31:31.316888Z] follower | action_type=message\n  message: wait the pyramid is below forest , right side or left side of the forest\n- [2026-05-10T19:34:26.643493Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:34:42.073229Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:35:10.099692Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:35:17.949314Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:36:11.714984Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:36:40.877185Z] follower | action_type=message\n  message: like a hill\n- [2026-05-10T19:37:15.052587Z] follower | action_type=message\n  message: u should end right of igloo or left\n- [2026-05-10T19:38:13.329076Z] follower | action_type=message\n  message: okay then a U ?\n- [2026-05-10T19:39:01.324345Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:40:07.170899Z] follower | action_type=message\n  message: how close is the curve to igloo\n- [2026-05-10T19:41:11.307129Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:41:42.243968Z] follower | action_type=message\n  message: so far from the dino its an S with a cup like structure in the bottom\n- [2026-05-10T19:42:09.012775Z] follower | action_type=message\n  message: then the s ends at the bottom of borest\n- [2026-05-10T19:42:22.211222Z] follower | action_type=message\n  message: then a n\n- [2026-05-10T19:42:29.780827Z] follower | action_type=message\n  message: yes yes\n- [2026-05-10T19:42:42.353032Z] follower | action_type=message\n  message: yupp\n- [2026-05-10T19:43:03.771896Z] follower | action_type=message\n  message: yes okay\n- [2026-05-10T19:45:26.624280Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:45:28.174332Z] follower | action_type=message\n  message: then\n- [2026-05-10T19:46:24.078682Z] follower | action_type=message\n  message: after the u?\n- [2026-05-10T19:46:33.607814Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:46:45.357929Z] follower | action_type=message\n  message: is the finish under or above bridge\n- [2026-05-10T19:47:12.169309Z] follower | action_type=message\n  message: tell me uder which alphabet is the X at\n- [2026-05-10T19:47:32.077127Z] follower | action_type=message\n  message: and how below\n- [2026-05-10T19:47:49.582893Z] follower | action_type=message\n  message: how below\n- [2026-05-10T19:49:07.085498Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:49:24.307166Z] follower | action_type=message\n  message: I think We've got it\n- [2026-05-10T19:49:43.138991Z] follower | action_type=message\n  message: submit?\n- [2026-05-10T19:50:14.537757Z] follower | action_type=message\n  message: no i think we did okay\n- [2026-05-10T19:50:24.614853Z] follower | action_type=message\n  message: s from dino\n- [2026-05-10T19:50:30.403256Z] follower | action_type=message\n  message: cup at bottom\n- [2026-05-10T19:50:34.070554Z] follower | action_type=message\n  message: then n\n- [2026-05-10T19:50:36.580648Z] follower | action_type=message\n  message: then u\n- [2026-05-10T19:50:49.298350Z] follower | action_type=message\n  message: then extend to bridge\n- [2026-05-10T19:50:53.348135Z] follower | action_type=message\n  message: yes\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"Here I was sure that my partner had done pretty well and he made the right route.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study25", "participant_name": "Eden", "timeline_index": 227, "step_index": 60}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Eden\n\nBasic profile:\n- Age: 18 - 24\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-10T19:51:38.601338Z\n- action_type: message\n- message: we can submit\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-10T19:13:23.471998Z] follower | action_type=message\n  message: lets check for the misplaced landmark first\n- [2026-05-10T19:13:47.644874Z] follower | action_type=message\n  message: from the top to bottom tell me your landmarks\n- [2026-05-10T19:15:16.836292Z] follower | action_type=message\n  message: okay so the pyramid is misplaced in mine\n- [2026-05-10T19:15:37.310524Z] follower | action_type=message\n  message: okay lets start\n- [2026-05-10T19:16:08.298261Z] follower | action_type=message\n  message: yess\n- [2026-05-10T19:16:55.985977Z] follower | action_type=message\n  message: is the path sticking to the left side?\n- [2026-05-10T19:17:02.764016Z] follower | action_type=message\n  message: of the volcano\n- [2026-05-10T19:17:43.969006Z] follower | action_type=message\n  message: okay so a curved line between dino and volcano going towards bridge?\n- [2026-05-10T19:20:32.597171Z] follower | action_type=message\n  message: yes i think\n- [2026-05-10T19:21:14.058268Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:23:29.790728Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:23:33.845029Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:25:35.592245Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:26:59.016721Z] follower | action_type=message\n  message: i am confused\n- [2026-05-10T19:27:09.894186Z] follower | action_type=message\n  message: whats my destination\n- [2026-05-10T19:27:31.644157Z] follower | action_type=message\n  message: tell me a rough idea of the entire path\n- [2026-05-10T19:27:44.774480Z] follower | action_type=message\n  message: using all landmarks\n- [2026-05-10T19:31:31.316888Z] follower | action_type=message\n  message: wait the pyramid is below forest , right side or left side of the forest\n- [2026-05-10T19:34:26.643493Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:34:42.073229Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:35:10.099692Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:35:17.949314Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:36:11.714984Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:36:40.877185Z] follower | action_type=message\n  message: like a hill\n- [2026-05-10T19:37:15.052587Z] follower | action_type=message\n  message: u should end right of igloo or left\n- [2026-05-10T19:38:13.329076Z] follower | action_type=message\n  message: okay then a U ?\n- [2026-05-10T19:39:01.324345Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:40:07.170899Z] follower | action_type=message\n  message: how close is the curve to igloo\n- [2026-05-10T19:41:11.307129Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:41:42.243968Z] follower | action_type=message\n  message: so far from the dino its an S with a cup like structure in the bottom\n- [2026-05-10T19:42:09.012775Z] follower | action_type=message\n  message: then the s ends at the bottom of borest\n- [2026-05-10T19:42:22.211222Z] follower | action_type=message\n  message: then a n\n- [2026-05-10T19:42:29.780827Z] follower | action_type=message\n  message: yes yes\n- [2026-05-10T19:42:42.353032Z] follower | action_type=message\n  message: yupp\n- [2026-05-10T19:43:03.771896Z] follower | action_type=message\n  message: yes okay\n- [2026-05-10T19:45:26.624280Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:45:28.174332Z] follower | action_type=message\n  message: then\n- [2026-05-10T19:46:24.078682Z] follower | action_type=message\n  message: after the u?\n- [2026-05-10T19:46:33.607814Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:46:45.357929Z] follower | action_type=message\n  message: is the finish under or above bridge\n- [2026-05-10T19:47:12.169309Z] follower | action_type=message\n  message: tell me uder which alphabet is the X at\n- [2026-05-10T19:47:32.077127Z] follower | action_type=message\n  message: and how below\n- [2026-05-10T19:47:49.582893Z] follower | action_type=message\n  message: how below\n- [2026-05-10T19:49:07.085498Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:49:24.307166Z] follower | action_type=message\n  message: I think We've got it\n- [2026-05-10T19:49:43.138991Z] follower | action_type=message\n  message: submit?\n- [2026-05-10T19:50:14.537757Z] follower | action_type=message\n  message: no i think we did okay\n- [2026-05-10T19:50:24.614853Z] follower | action_type=message\n  message: s from dino\n- [2026-05-10T19:50:30.403256Z] follower | action_type=message\n  message: cup at bottom\n- [2026-05-10T19:50:34.070554Z] follower | action_type=message\n  message: then n\n- [2026-05-10T19:50:36.580648Z] follower | action_type=message\n  message: then u\n- [2026-05-10T19:50:49.298350Z] follower | action_type=message\n  message: then extend to bridge\n- [2026-05-10T19:50:53.348135Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:51:11.081391Z] follower | action_type=message\n  message: okay, thanks\n- [2026-05-10T19:51:17.951033Z] follower | action_type=message\n  message: may god bless you\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Still figuring out what we needed to do\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"I asked my partner to submit the assignment.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study25", "participant_name": "Eden", "timeline_index": 230, "step_index": 61}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas isn't visible to the guide.\n</Condition>\n\n- The guide cannot see the follower’s drawing progress.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Eden\n\nBasic profile:\n- Age: 18 - 24\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-10T19:51:42.375778Z\n- action_type: message\n- message: same to u\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nwhat you can infer about the follower’s drawing progress from messages and timing (you cannot see their canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-10T19:13:23.471998Z] follower | action_type=message\n  message: lets check for the misplaced landmark first\n- [2026-05-10T19:13:47.644874Z] follower | action_type=message\n  message: from the top to bottom tell me your landmarks\n- [2026-05-10T19:15:16.836292Z] follower | action_type=message\n  message: okay so the pyramid is misplaced in mine\n- [2026-05-10T19:15:37.310524Z] follower | action_type=message\n  message: okay lets start\n- [2026-05-10T19:16:08.298261Z] follower | action_type=message\n  message: yess\n- [2026-05-10T19:16:55.985977Z] follower | action_type=message\n  message: is the path sticking to the left side?\n- [2026-05-10T19:17:02.764016Z] follower | action_type=message\n  message: of the volcano\n- [2026-05-10T19:17:43.969006Z] follower | action_type=message\n  message: okay so a curved line between dino and volcano going towards bridge?\n- [2026-05-10T19:20:32.597171Z] follower | action_type=message\n  message: yes i think\n- [2026-05-10T19:21:14.058268Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:23:29.790728Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:23:33.845029Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:25:35.592245Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:26:59.016721Z] follower | action_type=message\n  message: i am confused\n- [2026-05-10T19:27:09.894186Z] follower | action_type=message\n  message: whats my destination\n- [2026-05-10T19:27:31.644157Z] follower | action_type=message\n  message: tell me a rough idea of the entire path\n- [2026-05-10T19:27:44.774480Z] follower | action_type=message\n  message: using all landmarks\n- [2026-05-10T19:31:31.316888Z] follower | action_type=message\n  message: wait the pyramid is below forest , right side or left side of the forest\n- [2026-05-10T19:34:26.643493Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:34:42.073229Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:35:10.099692Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:35:17.949314Z] follower | action_type=message\n  message: next\n- [2026-05-10T19:36:11.714984Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:36:40.877185Z] follower | action_type=message\n  message: like a hill\n- [2026-05-10T19:37:15.052587Z] follower | action_type=message\n  message: u should end right of igloo or left\n- [2026-05-10T19:38:13.329076Z] follower | action_type=message\n  message: okay then a U ?\n- [2026-05-10T19:39:01.324345Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:40:07.170899Z] follower | action_type=message\n  message: how close is the curve to igloo\n- [2026-05-10T19:41:11.307129Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:41:42.243968Z] follower | action_type=message\n  message: so far from the dino its an S with a cup like structure in the bottom\n- [2026-05-10T19:42:09.012775Z] follower | action_type=message\n  message: then the s ends at the bottom of borest\n- [2026-05-10T19:42:22.211222Z] follower | action_type=message\n  message: then a n\n- [2026-05-10T19:42:29.780827Z] follower | action_type=message\n  message: yes yes\n- [2026-05-10T19:42:42.353032Z] follower | action_type=message\n  message: yupp\n- [2026-05-10T19:43:03.771896Z] follower | action_type=message\n  message: yes okay\n- [2026-05-10T19:45:26.624280Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:45:28.174332Z] follower | action_type=message\n  message: then\n- [2026-05-10T19:46:24.078682Z] follower | action_type=message\n  message: after the u?\n- [2026-05-10T19:46:33.607814Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:46:45.357929Z] follower | action_type=message\n  message: is the finish under or above bridge\n- [2026-05-10T19:47:12.169309Z] follower | action_type=message\n  message: tell me uder which alphabet is the X at\n- [2026-05-10T19:47:32.077127Z] follower | action_type=message\n  message: and how below\n- [2026-05-10T19:47:49.582893Z] follower | action_type=message\n  message: how below\n- [2026-05-10T19:49:07.085498Z] follower | action_type=message\n  message: okay\n- [2026-05-10T19:49:24.307166Z] follower | action_type=message\n  message: I think We've got it\n- [2026-05-10T19:49:43.138991Z] follower | action_type=message\n  message: submit?\n- [2026-05-10T19:50:14.537757Z] follower | action_type=message\n  message: no i think we did okay\n- [2026-05-10T19:50:24.614853Z] follower | action_type=message\n  message: s from dino\n- [2026-05-10T19:50:30.403256Z] follower | action_type=message\n  message: cup at bottom\n- [2026-05-10T19:50:34.070554Z] follower | action_type=message\n  message: then n\n- [2026-05-10T19:50:36.580648Z] follower | action_type=message\n  message: then u\n- [2026-05-10T19:50:49.298350Z] follower | action_type=message\n  message: then extend to bridge\n- [2026-05-10T19:50:53.348135Z] follower | action_type=message\n  message: yes\n- [2026-05-10T19:51:11.081391Z] follower | action_type=message\n  message: okay, thanks\n- [2026-05-10T19:51:17.951033Z] follower | action_type=message\n  message: may god bless you\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"I asked my partner to submit the assignment.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c1", "study_name": "study25", "participant_name": "Eden", "timeline_index": 231, "step_index": 62}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Aspen\n\nBasic profile:\n- Age: 18-24\n- Gender: Male\n- Education background: High School or Relevant\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-02T23:10:21.835716Z\n- action_type: message\n- message: hello there, just a test\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "(No prior follower chat messages in the merged timeline yet. In this experiment, the guide’s prompt history includes only follower messages—not follower draw/erase.)\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Grounding by sharing or requesting information to align\", \"rationale\": \"1. At this moment I was just trying to check out the communication if she is able to receive my message and I am able to receive her like a ping pong test. \\n2. She was trying to establish the first contact.\\n3. To confirm we can proceed with communicating the main task.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study15", "participant_name": "Aspen", "timeline_index": 0, "step_index": 0}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Aspen\n\nBasic profile:\n- Age: 18-24\n- Gender: Male\n- Education background: High School or Relevant\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-02T23:10:48.312303Z\n- action_type: message\n- message: so the finish point is suspension bridge on the map\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-02T23:10:34.682080Z] follower | action_type=message\n  message: hi\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Still figuring out what we needed to do\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Grounding by sharing or requesting information to align\", \"rationale\": \"1. This was my first hint. I started with giving telling where the finish point is, as it wasn't shown on her map.\\n2. She was trying to figure out what she needs to do I think, and she quickly picked up the hint and drew the finish point well nearby.\\n3. To let her know the endpoint of the route.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study15", "participant_name": "Aspen", "timeline_index": 2, "step_index": 1}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Aspen\n\nBasic profile:\n- Age: 18-24\n- Gender: Male\n- Education background: High School or Relevant\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[20, 7], [20, 8], [21, 5], [21, 6], [21, 7], [21, 8], [22, 6], [22, 7], [22, 8], [23, 6], [23, 7], [23, 8], [24, 6]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-02T23:11:06.341622Z\n- action_type: message\n- message: and to reach that we go down around the volcano\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-02T23:10:34.682080Z] follower | action_type=message\n  message: hi\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Grounding by sharing or requesting information to align\", \"rationale\": \"1. In this step I gave more hint on how to actually construct the paths. I said that we need to go around the volcano, which is true, but I wanted to go step by step.\\n2. She was trying to figure out the path I think.\\n3. To initiate the construction of the actual path, I wanted to draw iteratively - bit-by-bit.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study15", "participant_name": "Aspen", "timeline_index": 6, "step_index": 2}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Aspen\n\nBasic profile:\n- Age: 18-24\n- Gender: Male\n- Education background: High School or Relevant\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 35], [7, 35], [8, 35], [9, 35], [10, 35], [10, 36], [11, 35], [11, 36], [12, 35], [12, 36], [13, 36], [14, 36], [14, 37], [15, 36], [15, 37], [16, 36], [16, 37], [17, 36], [17, 37], [18, 36], [18, 37], [19, 36], [19, 37], [20, 7], [20, 8], [20, 36], [20, 37], [21, 5], [21, 6], [21, 7], [21, 8], [21, 36], [21, 37], [22, 6], [22, 7], [22, 8], [22, 36], [22, 37], [23, 6], [23, 7], [23, 8], [23, 36], [23, 37], [24, 6], [24, 12], [24, 35], [24, 36], [25, 11], [25, 12], [25, 13], [25, 35], [25, 36], [26, 13], [26, 14], [26, 35], [26, 36], [27, 13], [27, 14], [27, 15], [27, 35], [27, 36], [28, 14], [28, 15], [28, 35], [29, 15], [29, 16], [29, 34], [29, 35], [30, 16], [30, 17], [30, 34], [30, 35], [31, 17], [31, 18], [31, 34], [31, 35], [32, 17], [32, 18], [32, 19], [32, 20], [32, 34], [33, 19], [33, 20], [33, 21], [33, 22], [33, 23], [33, 24], [33, 25], [33, 26], [33, 32], [33, 33], [33, 34], [34, 23], [34, 24], [34, 25], [34, 26], [34, 27], [34, 28], [34, 29], [34, 30], [34, 31], [34, 32], [34, 33], [35, 26], [35, 27], [35, 28], [35, 29], [35, 30], [35, 31]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-02T23:16:35.427711Z\n- action_type: message\n- message: that's a nice start, though the path goes around the left side of the volcano\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-02T23:10:34.682080Z] follower | action_type=message\n  message: hi\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Grounding by sharing or requesting information to align\", \"rationale\": \"1. In this step my partner followed my hint but drew the pass on the opposite side of the volcano. So I had to adjust the step by telling the pass goes from the left side of the volcano instead of the right side. Then I proceeded to give more feedback and finally I figured out I can say it's like an S shape first going around the volcano then going around the forest. This was the biggest hint that helped her get across the forest.\\n2. She was trying to construct the whole path at once.\\n3. To readjust the path she had in mind and hint the rest of the path in easier way.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study15", "participant_name": "Aspen", "timeline_index": 8, "step_index": 3}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Aspen\n\nBasic profile:\n- Age: 18-24\n- Gender: Male\n- Education background: High School or Relevant\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 35], [7, 35], [8, 35], [9, 35], [10, 35], [10, 36], [11, 35], [11, 36], [12, 35], [12, 36], [13, 36], [14, 36], [14, 37], [15, 36], [15, 37], [16, 36], [16, 37], [17, 36], [17, 37], [18, 36], [18, 37], [19, 36], [19, 37], [20, 7], [20, 8], [20, 36], [20, 37], [21, 5], [21, 6], [21, 7], [21, 8], [21, 36], [21, 37], [22, 6], [22, 7], [22, 8], [22, 36], [22, 37], [23, 6], [23, 7], [23, 8], [23, 36], [23, 37], [24, 6], [24, 12], [24, 35], [24, 36], [25, 11], [25, 12], [25, 13], [25, 35], [25, 36], [26, 13], [26, 14], [26, 35], [26, 36], [27, 13], [27, 14], [27, 15], [27, 35], [27, 36], [28, 14], [28, 15], [28, 35], [29, 15], [29, 16], [29, 34], [29, 35], [30, 16], [30, 17], [30, 34], [30, 35], [31, 17], [31, 18], [31, 34], [31, 35], [32, 17], [32, 18], [32, 19], [32, 20], [32, 34], [33, 19], [33, 20], [33, 21], [33, 22], [33, 23], [33, 24], [33, 25], [33, 26], [33, 32], [33, 33], [33, 34], [34, 23], [34, 24], [34, 25], [34, 26], [34, 27], [34, 28], [34, 29], [34, 30], [34, 31], [34, 32], [34, 33], [35, 26], [35, 27], [35, 28], [35, 29], [35, 30], [35, 31]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-02T23:16:53.183944Z\n- action_type: message\n- message: it's like the letter S, first going around the volcano, then around the forest at the bottom\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-02T23:10:34.682080Z] follower | action_type=message\n  message: hi\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Grounding by sharing or requesting information to align\", \"rationale\": \"1. In this step my partner followed my hint but drew the pass on the opposite side of the volcano. So I had to adjust the step by telling the pass goes from the left side of the volcano instead of the right side. Then I proceeded to give more feedback and finally I figured out I can say it's like an S shape first going around the volcano then going around the forest. This was the biggest hint that helped her get across the forest.\\n2. She was trying to construct the whole path at once.\\n3. To readjust the path she had in mind and hint the rest of the path in easier way.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study15", "participant_name": "Aspen", "timeline_index": 9, "step_index": 4}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Aspen\n\nBasic profile:\n- Age: 18-24\n- Gender: Male\n- Education background: High School or Relevant\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 30], [9, 31], [9, 32], [10, 29], [10, 30], [10, 31], [11, 28], [11, 29], [12, 27], [12, 28], [13, 27], [13, 28], [13, 36], [14, 26], [14, 27], [15, 26], [15, 27], [16, 25], [16, 26], [17, 25], [17, 26], [18, 25], [19, 24], [19, 25], [20, 7], [20, 8], [20, 24], [20, 25], [21, 5], [21, 6], [21, 7], [21, 8], [21, 24], [22, 6], [22, 7], [22, 8], [22, 24], [23, 6], [23, 7], [23, 8], [23, 24], [24, 6], [24, 12], [24, 24], [24, 25], [25, 11], [25, 12], [25, 13], [25, 24], [25, 25], [26, 13], [26, 14], [26, 25], [26, 26], [27, 13], [27, 14], [27, 25], [27, 26], [28, 14], [28, 26], [28, 27], [29, 14], [29, 26], [29, 27], [30, 14], [30, 27], [30, 28], [31, 14], [31, 27], [31, 28], [32, 14], [32, 15], [32, 28], [32, 29], [33, 14], [33, 15], [33, 28], [33, 29], [34, 15], [34, 29], [34, 30], [35, 15], [35, 29], [35, 30], [36, 15], [36, 30], [36, 31], [37, 15], [37, 31], [37, 32], [38, 15], [38, 16], [38, 31], [38, 32], [39, 15], [39, 16], [39, 31], [39, 32], [40, 16], [40, 17], [40, 31], [40, 32], [41, 16], [41, 17], [41, 32], [42, 17], [42, 18], [42, 31], [42, 32], [43, 17], [43, 18], [43, 19], [43, 31], [43, 32], [44, 18], [44, 19], [44, 20], [44, 30], [44, 31], [45, 19], [45, 20], [45, 21], [45, 30], [45, 31], [46, 20], [46, 21], [46, 22], [46, 28], [46, 29], [46, 30], [47, 22], [47, 23], [47, 24], [47, 25], [47, 26], [47, 27], [47, 28], [47, 29], [48, 23], [48, 24], [48, 25], [48, 26]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-02T23:17:42.240446Z\n- action_type: message\n- message: and after that it makes kind of a sine shape on top igloo and finally points to suspension bridge from the bottom side\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-02T23:10:34.682080Z] follower | action_type=message\n  message: hi\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Grounding by sharing or requesting information to align\", \"rationale\": \"After she figured out the S shape, I wanted to correct the sine shape that's on top of Igloo. So, I assumed that she knows the sine function and tried to hint the shape. I also mentioned that the path reached the suspension bridge from the bottom instead of the top. So she adjusted the finish point to be at the bottom.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study15", "participant_name": "Aspen", "timeline_index": 14, "step_index": 5}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Aspen\n\nBasic profile:\n- Age: 18-24\n- Gender: Male\n- Education background: High School or Relevant\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 30], [9, 31], [9, 32], [10, 29], [10, 30], [10, 31], [11, 28], [11, 29], [12, 27], [12, 28], [13, 27], [13, 28], [13, 36], [14, 26], [14, 27], [15, 26], [15, 27], [16, 25], [16, 26], [17, 25], [17, 26], [18, 25], [19, 24], [19, 25], [20, 7], [20, 8], [20, 24], [20, 25], [21, 5], [21, 6], [21, 7], [21, 8], [21, 24], [22, 6], [22, 7], [22, 8], [22, 24], [23, 6], [23, 7], [23, 8], [23, 24], [24, 6], [24, 24], [24, 25], [25, 24], [25, 25], [26, 13], [26, 25], [26, 26], [27, 25], [27, 26], [28, 26], [28, 27], [29, 26], [29, 27], [30, 27], [30, 28], [31, 27], [31, 28], [32, 28], [32, 29], [33, 28], [33, 29], [34, 29], [34, 30], [35, 29], [35, 30], [36, 30], [36, 31], [37, 31], [37, 32], [38, 31], [38, 32], [39, 31], [39, 32], [40, 31], [40, 32], [41, 32], [42, 31], [42, 32], [43, 17], [43, 18], [43, 19], [43, 31], [43, 32], [44, 18], [44, 19], [44, 20], [44, 30], [44, 31], [45, 19], [45, 20], [45, 21], [45, 30], [45, 31], [46, 20], [46, 21], [46, 22], [46, 28], [46, 29], [46, 30], [47, 22], [47, 23], [47, 24], [47, 25], [47, 26], [47, 27], [47, 28], [47, 29], [48, 23], [48, 24], [48, 25], [48, 26]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-02T23:20:26.031783Z\n- action_type: message\n- message: alright, the first part is very good - the S shape\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-02T23:10:34.682080Z] follower | action_type=message\n  message: hi\n- [2026-05-02T23:20:01.910651Z] follower | action_type=message\n  message: I am working on that sine shape now\n- [2026-05-02T23:20:24.410197Z] follower | action_type=message\n  message: does everything so far look goo d to you?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Confirming the situation with my partner\", \"rationale\": \"In this message I confirmed that her drawing of the shape, the first part was good and why I did that is because I wanted to let her know that she could be sure of the first part and work only on the second part. I think she was trying to readjust and I wanted to help her fix some part of the past and focus on the specific part.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study15", "participant_name": "Aspen", "timeline_index": 18, "step_index": 6}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Aspen\n\nBasic profile:\n- Age: 18-24\n- Gender: Male\n- Education background: High School or Relevant\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 30], [9, 31], [9, 32], [10, 29], [10, 30], [10, 31], [11, 28], [11, 29], [12, 27], [12, 28], [13, 27], [13, 28], [13, 36], [14, 26], [14, 27], [15, 26], [15, 27], [16, 25], [16, 26], [17, 25], [17, 26], [18, 25], [19, 24], [19, 25], [20, 24], [20, 25], [21, 6], [21, 24], [22, 24], [23, 24], [24, 24], [24, 25], [25, 24], [25, 25], [26, 13], [26, 25], [26, 26], [27, 25], [27, 26], [28, 26], [28, 27], [29, 26], [29, 27], [30, 27], [30, 28], [31, 27], [31, 28], [32, 28], [32, 29], [33, 28], [33, 29], [34, 29], [34, 30], [35, 29], [35, 30], [36, 30], [36, 31], [37, 31], [37, 32], [38, 31], [38, 32], [39, 31], [39, 32], [40, 31], [40, 32], [41, 32], [42, 31], [42, 32], [43, 17], [43, 18], [43, 19], [43, 31], [43, 32], [44, 18], [44, 19], [44, 20], [44, 30], [44, 31], [45, 19], [45, 20], [45, 21], [45, 30], [45, 31], [46, 20], [46, 21], [46, 22], [46, 28], [46, 29], [46, 30], [47, 22], [47, 23], [47, 24], [47, 25], [47, 26], [47, 27], [47, 28], [47, 29], [48, 23], [48, 24], [48, 25], [48, 26]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-02T23:20:46.751860Z\n- action_type: message\n- message: you may need to stretch the S to the very bottom of the map\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-02T23:10:34.682080Z] follower | action_type=message\n  message: hi\n- [2026-05-02T23:20:01.910651Z] follower | action_type=message\n  message: I am working on that sine shape now\n- [2026-05-02T23:20:24.410197Z] follower | action_type=message\n  message: does everything so far look goo d to you?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Exploring on my own to gather information\", \"rationale\": \"I also helped her develop the S shape. She just initially just moved it around the forest, very close to it. So I said that it should actually be near the bottom because my map shows pyramid whereas her map is empty there. I tried to hint to stretch the shape towards the bottom and she took the hint very good.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study15", "participant_name": "Aspen", "timeline_index": 20, "step_index": 7}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Aspen\n\nBasic profile:\n- Age: 18-24\n- Gender: Male\n- Education background: High School or Relevant\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 30], [9, 31], [9, 32], [10, 29], [10, 30], [10, 31], [11, 28], [11, 29], [12, 27], [12, 28], [13, 27], [13, 28], [13, 36], [14, 26], [14, 27], [15, 26], [15, 27], [16, 25], [16, 26], [17, 25], [17, 26], [18, 25], [19, 24], [19, 25], [20, 24], [20, 25], [21, 6], [21, 24], [22, 24], [23, 24], [24, 24], [24, 25], [25, 24], [25, 25], [26, 13], [26, 25], [26, 26], [27, 25], [27, 26], [28, 26], [28, 27], [29, 4], [29, 5], [29, 6], [29, 7], [29, 8], [29, 26], [29, 27], [30, 4], [30, 5], [30, 6], [30, 7], [30, 27], [30, 28], [31, 5], [31, 6], [31, 7], [31, 8], [31, 27], [31, 28], [32, 7], [32, 8], [32, 28], [32, 29], [33, 28], [33, 29], [34, 29], [34, 30], [35, 29], [35, 30], [36, 30], [36, 31], [37, 31], [37, 32], [38, 31], [38, 32], [39, 31], [39, 32], [40, 31], [40, 32], [41, 32], [42, 31], [42, 32], [43, 17], [43, 18], [43, 19], [43, 31], [43, 32], [44, 18], [44, 19], [44, 20], [44, 30], [44, 31], [45, 19], [45, 20], [45, 21], [45, 30], [45, 31], [46, 20], [46, 21], [46, 22], [46, 28], [46, 29], [46, 30], [47, 22], [47, 23], [47, 24], [47, 25], [47, 26], [47, 27], [47, 28], [47, 29], [48, 23], [48, 24], [48, 25], [48, 26]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-02T23:20:59.963064Z\n- action_type: message\n- message: yeah that's exactly the same finish point\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-02T23:10:34.682080Z] follower | action_type=message\n  message: hi\n- [2026-05-02T23:20:01.910651Z] follower | action_type=message\n  message: I am working on that sine shape now\n- [2026-05-02T23:20:24.410197Z] follower | action_type=message\n  message: does everything so far look goo d to you?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Confirming the situation with my partner\", \"rationale\": \"at this point I confirmed with her of her last latest change adjusting the finish point she exactly pointed to the right finish point\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study15", "participant_name": "Aspen", "timeline_index": 23, "step_index": 8}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Aspen\n\nBasic profile:\n- Age: 18-24\n- Gender: Male\n- Education background: High School or Relevant\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 30], [9, 31], [9, 32], [10, 29], [10, 30], [10, 31], [11, 28], [11, 29], [12, 27], [12, 28], [13, 27], [13, 28], [13, 36], [14, 26], [14, 27], [15, 26], [15, 27], [16, 25], [16, 26], [17, 25], [17, 26], [18, 25], [19, 24], [19, 25], [20, 24], [20, 25], [21, 6], [21, 24], [22, 24], [23, 24], [24, 24], [24, 25], [25, 24], [25, 25], [26, 13], [26, 25], [26, 26], [27, 25], [27, 26], [28, 26], [28, 27], [29, 4], [29, 5], [29, 6], [29, 7], [29, 8], [29, 26], [29, 27], [30, 4], [30, 5], [30, 6], [30, 7], [30, 27], [30, 28], [31, 5], [31, 6], [31, 7], [31, 8], [31, 27], [31, 28], [32, 7], [32, 8], [32, 28], [32, 29], [33, 28], [33, 29], [33, 30], [34, 30], [34, 31], [35, 30], [35, 31], [36, 31], [36, 32], [37, 32], [37, 33], [38, 32], [38, 33], [39, 33], [39, 34], [40, 33], [40, 34], [41, 33], [41, 34], [42, 33], [42, 34], [43, 34], [44, 34], [44, 35], [45, 34], [45, 35], [46, 35], [47, 35], [47, 36], [48, 35], [48, 36], [49, 35], [49, 36], [50, 35], [50, 36], [51, 35], [51, 36], [52, 35], [52, 36], [53, 35], [54, 19], [54, 20], [54, 33], [54, 34], [54, 35], [55, 19], [55, 20], [55, 21], [55, 27], [55, 28], [55, 29], [55, 30], [55, 31], [55, 32], [55, 33], [55, 34], [56, 20], [56, 21], [56, 22], [56, 23], [56, 24], [56, 25], [56, 26], [56, 27], [56, 28], [56, 29], [56, 30], [56, 31]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-02T23:21:19.549326Z\n- action_type: message\n- message: now up near the foreset\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-02T23:10:34.682080Z] follower | action_type=message\n  message: hi\n- [2026-05-02T23:20:01.910651Z] follower | action_type=message\n  message: I am working on that sine shape now\n- [2026-05-02T23:20:24.410197Z] follower | action_type=message\n  message: does everything so far look goo d to you?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Grounding by sharing or requesting information to align\", \"rationale\": \"in this stage I saw her drawing the final pass so I helped her from where she was doing to develop what part of the map she should go toward. I hinted that she should start drawing from the left over near the forest first and then plan to continue bit by bit explaining the smaller paths.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study15", "participant_name": "Aspen", "timeline_index": 26, "step_index": 9}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Aspen\n\nBasic profile:\n- Age: 18-24\n- Gender: Male\n- Education background: High School or Relevant\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 30], [9, 31], [9, 32], [10, 29], [10, 30], [10, 31], [11, 28], [11, 29], [12, 27], [12, 28], [13, 27], [13, 28], [13, 36], [14, 26], [14, 27], [15, 26], [15, 27], [16, 25], [16, 26], [17, 25], [17, 26], [18, 25], [19, 24], [19, 25], [20, 24], [20, 25], [21, 6], [21, 24], [22, 24], [23, 24], [24, 24], [24, 25], [25, 24], [25, 25], [26, 13], [26, 25], [26, 26], [27, 25], [27, 26], [28, 26], [28, 27], [29, 4], [29, 5], [29, 6], [29, 7], [29, 8], [29, 26], [29, 27], [30, 4], [30, 5], [30, 6], [30, 7], [30, 27], [30, 28], [31, 5], [31, 6], [31, 7], [31, 8], [31, 27], [31, 28], [32, 7], [32, 8], [32, 28], [32, 29], [33, 28], [33, 29], [33, 30], [34, 30], [34, 31], [35, 30], [35, 31], [36, 31], [36, 32], [37, 32], [37, 33], [38, 32], [38, 33], [39, 33], [39, 34], [40, 33], [40, 34], [41, 33], [41, 34], [42, 33], [42, 34], [43, 34], [44, 34], [44, 35], [45, 34], [45, 35], [46, 35], [47, 35], [47, 36], [48, 35], [48, 36], [49, 35], [49, 36], [50, 35], [50, 36], [51, 35], [51, 36], [52, 35], [52, 36], [53, 35], [54, 19], [54, 20], [54, 33], [54, 34], [54, 35], [55, 19], [55, 20], [55, 21], [55, 27], [55, 28], [55, 29], [55, 30], [55, 31], [55, 32], [55, 33], [55, 34], [56, 20], [56, 21], [56, 22], [56, 23], [56, 24], [56, 25], [56, 26], [56, 27], [56, 28], [56, 29], [56, 30], [56, 31]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-02T23:21:24.262988Z\n- action_type: message\n- message: forest*\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-02T23:10:34.682080Z] follower | action_type=message\n  message: hi\n- [2026-05-02T23:20:01.910651Z] follower | action_type=message\n  message: I am working on that sine shape now\n- [2026-05-02T23:20:24.410197Z] follower | action_type=message\n  message: does everything so far look goo d to you?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Grounding by sharing or requesting information to align\", \"rationale\": \"in this stage I saw her drawing the final pass so I helped her from where she was doing to develop what part of the map she should go toward. I hinted that she should start drawing from the left over near the forest first and then plan to continue bit by bit explaining the smaller paths.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study15", "participant_name": "Aspen", "timeline_index": 27, "step_index": 10}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Aspen\n\nBasic profile:\n- Age: 18-24\n- Gender: Male\n- Education background: High School or Relevant\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 30], [9, 31], [9, 32], [10, 29], [10, 30], [10, 31], [11, 28], [11, 29], [12, 27], [12, 28], [13, 27], [13, 28], [13, 36], [14, 26], [14, 27], [15, 26], [15, 27], [16, 25], [16, 26], [17, 25], [17, 26], [18, 25], [19, 24], [19, 25], [20, 24], [20, 25], [21, 6], [21, 24], [22, 24], [23, 24], [24, 24], [24, 25], [25, 24], [25, 25], [26, 13], [26, 25], [26, 26], [27, 25], [27, 26], [28, 26], [28, 27], [29, 4], [29, 5], [29, 6], [29, 7], [29, 8], [29, 26], [29, 27], [30, 4], [30, 5], [30, 6], [30, 7], [30, 27], [30, 28], [31, 5], [31, 6], [31, 7], [31, 8], [31, 27], [31, 28], [32, 7], [32, 8], [32, 28], [32, 29], [33, 28], [33, 29], [33, 30], [34, 30], [34, 31], [35, 30], [35, 31], [36, 31], [36, 32], [37, 32], [37, 33], [38, 32], [38, 33], [39, 33], [39, 34], [40, 33], [40, 34], [41, 33], [41, 34], [42, 14], [42, 15], [42, 33], [42, 34], [43, 14], [43, 15], [43, 16], [43, 34], [44, 15], [44, 16], [44, 34], [44, 35], [45, 16], [45, 17], [45, 34], [45, 35], [46, 16], [46, 17], [46, 35], [47, 17], [47, 35], [47, 36], [48, 17], [48, 35], [48, 36], [49, 17], [49, 18], [49, 35], [49, 36], [50, 17], [50, 18], [50, 35], [50, 36], [51, 17], [51, 18], [51, 35], [51, 36], [52, 17], [52, 18], [52, 35], [52, 36], [53, 18], [53, 19], [53, 35], [54, 18], [54, 19], [54, 20], [54, 33], [54, 34], [54, 35], [55, 19], [55, 20], [55, 21], [55, 27], [55, 28], [55, 29], [55, 30], [55, 31], [55, 32], [55, 33], [55, 34], [56, 20], [56, 21], [56, 22], [56, 23], [56, 24], [56, 25], [56, 26], [56, 27], [56, 28], [56, 29], [56, 30], [56, 31]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-02T23:21:31.101716Z\n- action_type: message\n- message: now down near igloo\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-02T23:10:34.682080Z] follower | action_type=message\n  message: hi\n- [2026-05-02T23:20:01.910651Z] follower | action_type=message\n  message: I am working on that sine shape now\n- [2026-05-02T23:20:24.410197Z] follower | action_type=message\n  message: does everything so far look goo d to you?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Grounding by sharing or requesting information to align\", \"rationale\": \"in this stage I saw her drawing the final pass so I helped her from where she was doing to develop what part of the map she should go toward. I hinted that she should start drawing from the left over near the forest first and then plan to continue bit by bit explaining the smaller paths.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study15", "participant_name": "Aspen", "timeline_index": 30, "step_index": 11}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Aspen\n\nBasic profile:\n- Age: 18-24\n- Gender: Male\n- Education background: High School or Relevant\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 30], [9, 31], [9, 32], [10, 29], [10, 30], [10, 31], [11, 28], [11, 29], [12, 27], [12, 28], [13, 27], [13, 28], [13, 36], [14, 26], [14, 27], [15, 26], [15, 27], [16, 25], [16, 26], [17, 25], [17, 26], [18, 25], [19, 24], [19, 25], [20, 24], [20, 25], [21, 6], [21, 24], [22, 24], [23, 24], [24, 24], [24, 25], [25, 24], [25, 25], [26, 13], [26, 25], [26, 26], [27, 25], [27, 26], [28, 26], [28, 27], [29, 4], [29, 5], [29, 6], [29, 7], [29, 8], [29, 26], [29, 27], [30, 4], [30, 5], [30, 6], [30, 7], [30, 27], [30, 28], [31, 5], [31, 6], [31, 7], [31, 8], [31, 27], [31, 28], [32, 7], [32, 8], [32, 28], [32, 29], [33, 28], [33, 29], [33, 30], [34, 30], [34, 31], [35, 30], [35, 31], [36, 31], [36, 32], [37, 32], [37, 33], [38, 32], [38, 33], [39, 33], [39, 34], [40, 33], [40, 34], [41, 10], [41, 11], [41, 12], [41, 13], [41, 33], [41, 34], [42, 8], [42, 9], [42, 10], [42, 11], [42, 12], [42, 13], [42, 14], [42, 15], [42, 33], [42, 34], [43, 7], [43, 8], [43, 9], [43, 14], [43, 15], [43, 16], [43, 34], [44, 6], [44, 7], [44, 15], [44, 16], [44, 34], [44, 35], [45, 6], [45, 16], [45, 17], [45, 34], [45, 35], [46, 16], [46, 17], [46, 35], [47, 17], [47, 35], [47, 36], [48, 17], [48, 35], [48, 36], [49, 17], [49, 18], [49, 35], [49, 36], [50, 17], [50, 18], [50, 35], [50, 36], [51, 17], [51, 18], [51, 35], [51, 36], [52, 17], [52, 18], [52, 35], [52, 36], [53, 18], [53, 19], [53, 35], [54, 18], [54, 19], [54, 20], [54, 33], [54, 34], [54, 35], [55, 19], [55, 20], [55, 21], [55, 27], [55, 28], [55, 29], [55, 30], [55, 31], [55, 32], [55, 33], [55, 34], [56, 20], [56, 21], [56, 22], [56, 23], [56, 24], [56, 25], [56, 26], [56, 27], [56, 28], [56, 29], [56, 30], [56, 31]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-02T23:21:37.009095Z\n- action_type: message\n- message: and up again\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-02T23:10:34.682080Z] follower | action_type=message\n  message: hi\n- [2026-05-02T23:20:01.910651Z] follower | action_type=message\n  message: I am working on that sine shape now\n- [2026-05-02T23:20:24.410197Z] follower | action_type=message\n  message: does everything so far look goo d to you?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Grounding by sharing or requesting information to align\", \"rationale\": \"in this stage I saw her drawing the final pass so I helped her from where she was doing to develop what part of the map she should go toward. I hinted that she should start drawing from the left over near the forest first and then plan to continue bit by bit explaining the smaller paths.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study15", "participant_name": "Aspen", "timeline_index": 32, "step_index": 12}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Aspen\n\nBasic profile:\n- Age: 18-24\n- Gender: Male\n- Education background: High School or Relevant\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 30], [9, 31], [9, 32], [10, 29], [10, 30], [10, 31], [11, 28], [11, 29], [12, 27], [12, 28], [13, 27], [13, 28], [13, 36], [14, 26], [14, 27], [15, 26], [15, 27], [16, 25], [16, 26], [17, 25], [17, 26], [18, 25], [19, 24], [19, 25], [20, 24], [20, 25], [21, 6], [21, 24], [22, 24], [23, 24], [24, 24], [24, 25], [25, 24], [25, 25], [26, 13], [26, 25], [26, 26], [27, 25], [27, 26], [28, 26], [28, 27], [29, 4], [29, 5], [29, 6], [29, 7], [29, 8], [29, 26], [29, 27], [30, 4], [30, 5], [30, 6], [30, 7], [30, 27], [30, 28], [31, 4], [31, 5], [31, 6], [31, 7], [31, 8], [31, 27], [31, 28], [32, 4], [32, 5], [32, 7], [32, 8], [32, 28], [32, 29], [33, 4], [33, 5], [33, 28], [33, 29], [33, 30], [34, 3], [34, 4], [34, 30], [34, 31], [35, 3], [35, 4], [35, 30], [35, 31], [36, 3], [36, 4], [36, 31], [36, 32], [37, 3], [37, 32], [37, 33], [38, 2], [38, 3], [38, 32], [38, 33], [39, 2], [39, 3], [39, 33], [39, 34], [40, 2], [40, 3], [40, 33], [40, 34], [41, 2], [41, 3], [41, 10], [41, 11], [41, 12], [41, 13], [41, 33], [41, 34], [42, 2], [42, 3], [42, 8], [42, 9], [42, 10], [42, 11], [42, 12], [42, 13], [42, 14], [42, 15], [42, 33], [42, 34], [43, 2], [43, 3], [43, 7], [43, 8], [43, 9], [43, 14], [43, 15], [43, 16], [43, 34], [44, 3], [44, 4], [44, 5], [44, 6], [44, 7], [44, 15], [44, 16], [44, 34], [44, 35], [45, 3], [45, 4], [45, 5], [45, 6], [45, 16], [45, 17], [45, 34], [45, 35], [46, 16], [46, 17], [46, 35], [47, 17], [47, 35], [47, 36], [48, 17], [48, 35], [48, 36], [49, 17], [49, 18], [49, 35], [49, 36], [50, 17], [50, 18], [50, 35], [50, 36], [51, 17], [51, 18], [51, 35], [51, 36], [52, 17], [52, 18], [52, 35], [52, 36], [53, 18], [53, 19], [53, 35], [54, 18], [54, 19], [54, 20], [54, 33], [54, 34], [54, 35], [55, 19], [55, 20], [55, 21], [55, 27], [55, 28], [55, 29], [55, 30], [55, 31], [55, 32], [55, 33], [55, 34], [56, 20], [56, 21], [56, 22], [56, 23], [56, 24], [56, 25], [56, 26], [56, 27], [56, 28], [56, 29], [56, 30], [56, 31]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-02T23:21:42.549216Z\n- action_type: message\n- message: to the final spot\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-02T23:10:34.682080Z] follower | action_type=message\n  message: hi\n- [2026-05-02T23:20:01.910651Z] follower | action_type=message\n  message: I am working on that sine shape now\n- [2026-05-02T23:20:24.410197Z] follower | action_type=message\n  message: does everything so far look goo d to you?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Grounding by sharing or requesting information to align\", \"rationale\": \"in this stage I saw her drawing the final pass so I helped her from where she was doing to develop what part of the map she should go toward. I hinted that she should start drawing from the left over near the forest first and then plan to continue bit by bit explaining the smaller paths.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study15", "participant_name": "Aspen", "timeline_index": 34, "step_index": 13}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Aspen\n\nBasic profile:\n- Age: 18-24\n- Gender: Male\n- Education background: High School or Relevant\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 30], [9, 31], [9, 32], [10, 29], [10, 30], [10, 31], [11, 28], [11, 29], [12, 27], [12, 28], [13, 27], [13, 28], [13, 36], [14, 26], [14, 27], [15, 26], [15, 27], [16, 25], [16, 26], [17, 25], [17, 26], [18, 25], [19, 24], [19, 25], [20, 24], [20, 25], [21, 6], [21, 24], [22, 24], [23, 24], [24, 24], [24, 25], [25, 24], [25, 25], [26, 13], [26, 25], [26, 26], [27, 25], [27, 26], [28, 26], [28, 27], [29, 4], [29, 5], [29, 6], [29, 7], [29, 8], [29, 26], [29, 27], [30, 4], [30, 5], [30, 6], [30, 7], [30, 27], [30, 28], [31, 4], [31, 5], [31, 6], [31, 7], [31, 8], [31, 27], [31, 28], [32, 4], [32, 5], [32, 7], [32, 8], [32, 28], [32, 29], [33, 4], [33, 5], [33, 28], [33, 29], [33, 30], [34, 3], [34, 4], [34, 30], [34, 31], [35, 3], [35, 4], [35, 30], [35, 31], [36, 3], [36, 4], [36, 31], [36, 32], [37, 3], [37, 32], [37, 33], [38, 2], [38, 3], [38, 32], [38, 33], [39, 2], [39, 3], [39, 33], [39, 34], [40, 2], [40, 3], [40, 33], [40, 34], [41, 2], [41, 3], [41, 10], [41, 11], [41, 12], [41, 13], [41, 33], [41, 34], [42, 2], [42, 3], [42, 8], [42, 9], [42, 10], [42, 11], [42, 12], [42, 13], [42, 14], [42, 15], [42, 33], [42, 34], [43, 2], [43, 3], [43, 7], [43, 8], [43, 9], [43, 14], [43, 15], [43, 16], [43, 34], [44, 3], [44, 4], [44, 5], [44, 6], [44, 7], [44, 15], [44, 16], [44, 34], [44, 35], [45, 3], [45, 4], [45, 5], [45, 6], [45, 16], [45, 17], [45, 34], [45, 35], [46, 16], [46, 17], [46, 35], [47, 17], [47, 35], [47, 36], [48, 17], [48, 35], [48, 36], [49, 17], [49, 18], [49, 35], [49, 36], [50, 17], [50, 18], [50, 35], [50, 36], [51, 17], [51, 18], [51, 35], [51, 36], [52, 17], [52, 18], [52, 35], [52, 36], [53, 18], [53, 19], [53, 35], [54, 18], [54, 19], [54, 20], [54, 33], [54, 34], [54, 35], [55, 19], [55, 20], [55, 21], [55, 27], [55, 28], [55, 29], [55, 30], [55, 31], [55, 32], [55, 33], [55, 34], [56, 20], [56, 21], [56, 22], [56, 23], [56, 24], [56, 25], [56, 26], [56, 27], [56, 28], [56, 29], [56, 30], [56, 31]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-02T23:23:45.539721Z\n- action_type: message\n- message: yeah it's great\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-02T23:10:34.682080Z] follower | action_type=message\n  message: hi\n- [2026-05-02T23:20:01.910651Z] follower | action_type=message\n  message: I am working on that sine shape now\n- [2026-05-02T23:20:24.410197Z] follower | action_type=message\n  message: does everything so far look goo d to you?\n- [2026-05-02T23:23:39.407832Z] follower | action_type=message\n  message: hi.Does it look good to you now?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"and she asked me if it looks great and I said that it looks yeah it looked very good actually although we had to refine some of the angles but the overall shape was precisely the same\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study15", "participant_name": "Aspen", "timeline_index": 36, "step_index": 14}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Aspen\n\nBasic profile:\n- Age: 18-24\n- Gender: Male\n- Education background: High School or Relevant\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 30], [9, 31], [9, 32], [10, 29], [10, 30], [10, 31], [11, 28], [11, 29], [12, 27], [12, 28], [13, 27], [13, 28], [13, 36], [14, 26], [14, 27], [15, 26], [15, 27], [16, 25], [16, 26], [17, 25], [17, 26], [18, 25], [19, 24], [19, 25], [20, 24], [20, 25], [21, 6], [21, 24], [22, 24], [23, 24], [24, 24], [24, 25], [25, 24], [25, 25], [26, 13], [26, 25], [26, 26], [27, 25], [27, 26], [28, 26], [28, 27], [29, 4], [29, 5], [29, 6], [29, 7], [29, 8], [29, 26], [29, 27], [30, 4], [30, 5], [30, 6], [30, 7], [30, 27], [30, 28], [31, 4], [31, 5], [31, 6], [31, 7], [31, 8], [31, 27], [31, 28], [32, 4], [32, 5], [32, 7], [32, 8], [32, 28], [32, 29], [33, 4], [33, 5], [33, 28], [33, 29], [33, 30], [34, 3], [34, 4], [34, 30], [34, 31], [35, 3], [35, 4], [35, 30], [35, 31], [36, 3], [36, 4], [36, 31], [36, 32], [37, 3], [37, 32], [37, 33], [38, 2], [38, 3], [38, 32], [38, 33], [39, 2], [39, 3], [39, 33], [39, 34], [40, 2], [40, 3], [40, 33], [40, 34], [41, 2], [41, 3], [41, 10], [41, 11], [41, 12], [41, 13], [41, 33], [41, 34], [42, 2], [42, 3], [42, 8], [42, 9], [42, 10], [42, 11], [42, 12], [42, 13], [42, 14], [42, 15], [42, 33], [42, 34], [43, 2], [43, 3], [43, 7], [43, 8], [43, 9], [43, 14], [43, 15], [43, 16], [43, 34], [44, 3], [44, 4], [44, 5], [44, 6], [44, 7], [44, 15], [44, 16], [44, 34], [44, 35], [45, 3], [45, 4], [45, 5], [45, 6], [45, 16], [45, 17], [45, 34], [45, 35], [46, 16], [46, 17], [46, 35], [47, 17], [47, 35], [47, 36], [48, 17], [48, 35], [48, 36], [49, 17], [49, 18], [49, 35], [49, 36], [50, 17], [50, 18], [50, 35], [50, 36], [51, 17], [51, 18], [51, 35], [51, 36], [52, 17], [52, 18], [52, 35], [52, 36], [53, 18], [53, 19], [53, 35], [54, 18], [54, 19], [54, 20], [54, 33], [54, 34], [54, 35], [55, 19], [55, 20], [55, 21], [55, 27], [55, 28], [55, 29], [55, 30], [55, 31], [55, 32], [55, 33], [55, 34], [56, 20], [56, 21], [56, 22], [56, 23], [56, 24], [56, 25], [56, 26], [56, 27], [56, 28], [56, 29], [56, 30], [56, 31]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-02T23:23:48.464178Z\n- action_type: message\n- message: almost the same path\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-02T23:10:34.682080Z] follower | action_type=message\n  message: hi\n- [2026-05-02T23:20:01.910651Z] follower | action_type=message\n  message: I am working on that sine shape now\n- [2026-05-02T23:20:24.410197Z] follower | action_type=message\n  message: does everything so far look goo d to you?\n- [2026-05-02T23:23:39.407832Z] follower | action_type=message\n  message: hi.Does it look good to you now?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"and she asked me if it looks great and I said that it looks yeah it looked very good actually although we had to refine some of the angles but the overall shape was precisely the same\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study15", "participant_name": "Aspen", "timeline_index": 37, "step_index": 15}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Aspen\n\nBasic profile:\n- Age: 18-24\n- Gender: Male\n- Education background: High School or Relevant\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 30], [9, 31], [9, 32], [10, 29], [10, 30], [10, 31], [11, 28], [11, 29], [12, 27], [12, 28], [13, 27], [13, 28], [13, 36], [14, 26], [14, 27], [15, 26], [15, 27], [16, 25], [16, 26], [17, 25], [17, 26], [18, 25], [19, 24], [19, 25], [20, 24], [20, 25], [21, 6], [21, 24], [22, 24], [23, 24], [24, 24], [24, 25], [25, 24], [25, 25], [26, 13], [26, 25], [26, 26], [27, 25], [27, 26], [28, 26], [28, 27], [29, 4], [29, 5], [29, 6], [29, 7], [29, 8], [29, 26], [29, 27], [30, 4], [30, 5], [30, 6], [30, 7], [30, 27], [30, 28], [31, 4], [31, 5], [31, 6], [31, 7], [31, 8], [31, 27], [31, 28], [32, 4], [32, 5], [32, 7], [32, 8], [32, 28], [32, 29], [33, 4], [33, 5], [33, 28], [33, 29], [33, 30], [34, 3], [34, 4], [34, 30], [34, 31], [35, 3], [35, 4], [35, 30], [35, 31], [36, 3], [36, 4], [36, 31], [36, 32], [37, 3], [37, 32], [37, 33], [38, 2], [38, 3], [38, 32], [38, 33], [39, 2], [39, 3], [39, 33], [39, 34], [40, 2], [40, 3], [40, 33], [40, 34], [41, 2], [41, 3], [41, 10], [41, 11], [41, 12], [41, 13], [41, 33], [41, 34], [42, 2], [42, 3], [42, 8], [42, 9], [42, 10], [42, 11], [42, 12], [42, 13], [42, 14], [42, 15], [42, 33], [42, 34], [43, 2], [43, 3], [43, 7], [43, 8], [43, 9], [43, 14], [43, 15], [43, 16], [43, 34], [44, 3], [44, 4], [44, 5], [44, 6], [44, 7], [44, 15], [44, 16], [44, 34], [44, 35], [45, 3], [45, 4], [45, 5], [45, 6], [45, 16], [45, 17], [45, 34], [45, 35], [46, 16], [46, 17], [46, 35], [47, 17], [47, 35], [47, 36], [48, 17], [48, 35], [48, 36], [49, 17], [49, 18], [49, 35], [49, 36], [50, 17], [50, 18], [50, 35], [50, 36], [51, 17], [51, 18], [51, 35], [51, 36], [52, 17], [52, 18], [52, 35], [52, 36], [53, 18], [53, 19], [53, 35], [54, 18], [54, 19], [54, 20], [54, 33], [54, 34], [54, 35], [55, 19], [55, 20], [55, 21], [55, 27], [55, 28], [55, 29], [55, 30], [55, 31], [55, 32], [55, 33], [55, 34], [56, 20], [56, 21], [56, 22], [56, 23], [56, 24], [56, 25], [56, 26], [56, 27], [56, 28], [56, 29], [56, 30], [56, 31]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-02T23:24:09.235878Z\n- action_type: message\n- message: to be 100% precise we'd have to adjust the angles of turning points\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-02T23:10:34.682080Z] follower | action_type=message\n  message: hi\n- [2026-05-02T23:20:01.910651Z] follower | action_type=message\n  message: I am working on that sine shape now\n- [2026-05-02T23:20:24.410197Z] follower | action_type=message\n  message: does everything so far look goo d to you?\n- [2026-05-02T23:23:39.407832Z] follower | action_type=message\n  message: hi.Does it look good to you now?\n- [2026-05-02T23:23:48.835175Z] follower | action_type=message\n  message: thanks\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"I continued to give smaller detailed adjustments, I first mentioned that yeah I first wants her to confirm if she wants to continue adjusting the pass and once I knew that she is willing to continue I gave the detailed level hints such as adjusting the angle between forest and the volcano to be right angled and adjusting a bit of the igloo part to be more wavy which she did very good actually by the end of it we had the full map with about probably 90% fidelity\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study15", "participant_name": "Aspen", "timeline_index": 39, "step_index": 16}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Aspen\n\nBasic profile:\n- Age: 18-24\n- Gender: Male\n- Education background: High School or Relevant\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 30], [9, 31], [9, 32], [10, 29], [10, 30], [10, 31], [11, 28], [11, 29], [12, 27], [12, 28], [13, 27], [13, 28], [13, 36], [14, 26], [14, 27], [15, 26], [15, 27], [16, 25], [16, 26], [17, 25], [17, 26], [18, 25], [19, 24], [19, 25], [20, 24], [20, 25], [21, 6], [21, 24], [22, 24], [23, 24], [24, 24], [24, 25], [25, 24], [25, 25], [26, 13], [26, 25], [26, 26], [27, 25], [27, 26], [28, 26], [28, 27], [29, 4], [29, 5], [29, 6], [29, 7], [29, 8], [29, 26], [29, 27], [30, 4], [30, 5], [30, 6], [30, 7], [30, 27], [30, 28], [31, 4], [31, 5], [31, 6], [31, 7], [31, 8], [31, 27], [31, 28], [32, 4], [32, 5], [32, 7], [32, 8], [32, 28], [32, 29], [33, 4], [33, 5], [33, 28], [33, 29], [33, 30], [34, 3], [34, 4], [34, 30], [34, 31], [35, 3], [35, 4], [35, 30], [35, 31], [36, 3], [36, 4], [36, 31], [36, 32], [37, 3], [37, 32], [37, 33], [38, 2], [38, 3], [38, 32], [38, 33], [39, 2], [39, 3], [39, 33], [39, 34], [40, 2], [40, 3], [40, 33], [40, 34], [41, 2], [41, 3], [41, 33], [41, 34], [42, 2], [42, 3], [42, 33], [42, 34], [43, 2], [43, 3], [43, 34], [44, 3], [44, 4], [44, 34], [44, 35], [45, 3], [45, 4], [45, 5], [45, 34], [45, 35], [46, 35], [47, 35], [47, 36], [48, 35], [48, 36], [49, 35], [49, 36], [50, 35], [50, 36], [51, 35], [51, 36], [52, 35], [52, 36], [53, 35], [54, 20], [54, 33], [54, 34], [54, 35], [55, 19], [55, 20], [55, 21], [55, 27], [55, 28], [55, 29], [55, 30], [55, 31], [55, 32], [55, 33], [55, 34], [56, 20], [56, 21], [56, 22], [56, 23], [56, 24], [56, 25], [56, 26], [56, 27], [56, 28], [56, 29], [56, 30], [56, 31]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-02T23:24:24.891395Z\n- action_type: message\n- message: if u want we can proceed with that as well\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-02T23:10:34.682080Z] follower | action_type=message\n  message: hi\n- [2026-05-02T23:20:01.910651Z] follower | action_type=message\n  message: I am working on that sine shape now\n- [2026-05-02T23:20:24.410197Z] follower | action_type=message\n  message: does everything so far look goo d to you?\n- [2026-05-02T23:23:39.407832Z] follower | action_type=message\n  message: hi.Does it look good to you now?\n- [2026-05-02T23:23:48.835175Z] follower | action_type=message\n  message: thanks\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"I continued to give smaller detailed adjustments, I first mentioned that yeah I first wants her to confirm if she wants to continue adjusting the pass and once I knew that she is willing to continue I gave the detailed level hints such as adjusting the angle between forest and the volcano to be right angled and adjusting a bit of the igloo part to be more wavy which she did very good actually by the end of it we had the full map with about probably 90% fidelity\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study15", "participant_name": "Aspen", "timeline_index": 43, "step_index": 17}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Aspen\n\nBasic profile:\n- Age: 18-24\n- Gender: Male\n- Education background: High School or Relevant\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 30], [9, 31], [9, 32], [10, 29], [10, 30], [10, 31], [11, 28], [11, 29], [12, 27], [12, 28], [13, 27], [13, 28], [13, 36], [14, 26], [14, 27], [15, 26], [15, 27], [16, 25], [16, 26], [17, 25], [17, 26], [18, 25], [19, 24], [19, 25], [20, 24], [20, 25], [21, 6], [21, 24], [22, 24], [23, 24], [24, 24], [24, 25], [25, 24], [25, 25], [26, 13], [26, 25], [26, 26], [27, 25], [27, 26], [28, 26], [28, 27], [29, 4], [29, 5], [29, 6], [29, 7], [29, 8], [29, 26], [29, 27], [30, 4], [30, 5], [30, 6], [30, 7], [30, 27], [30, 28], [31, 4], [31, 5], [31, 6], [31, 7], [31, 8], [31, 27], [31, 28], [32, 4], [32, 5], [32, 7], [32, 8], [32, 28], [32, 29], [33, 4], [33, 5], [33, 28], [33, 29], [33, 30], [34, 3], [34, 4], [34, 30], [34, 31], [35, 3], [35, 4], [35, 30], [35, 31], [36, 3], [36, 4], [36, 31], [36, 32], [37, 3], [37, 32], [37, 33], [38, 2], [38, 3], [38, 32], [38, 33], [39, 2], [39, 3], [39, 16], [39, 17], [39, 33], [39, 34], [40, 2], [40, 3], [40, 13], [40, 14], [40, 15], [40, 16], [40, 17], [40, 18], [40, 19], [40, 33], [40, 34], [41, 2], [41, 3], [41, 13], [41, 14], [41, 18], [41, 19], [41, 33], [41, 34], [42, 2], [42, 3], [42, 6], [42, 7], [42, 12], [42, 13], [42, 19], [42, 20], [42, 33], [42, 34], [43, 2], [43, 3], [43, 5], [43, 6], [43, 7], [43, 11], [43, 12], [43, 13], [43, 19], [43, 20], [43, 34], [44, 3], [44, 4], [44, 5], [44, 6], [44, 11], [44, 12], [44, 20], [44, 34], [44, 35], [45, 3], [45, 4], [45, 5], [45, 11], [45, 20], [45, 34], [45, 35], [46, 4], [46, 5], [46, 6], [46, 10], [46, 11], [46, 20], [46, 35], [47, 5], [47, 6], [47, 7], [47, 8], [47, 9], [47, 10], [47, 11], [47, 20], [47, 35], [47, 36], [48, 8], [48, 9], [48, 10], [48, 20], [48, 35], [48, 36], [49, 20], [49, 35], [49, 36], [50, 20], [50, 35], [50, 36], [51, 20], [51, 35], [51, 36], [52, 20], [52, 35], [52, 36], [53, 20], [53, 35], [54, 20], [54, 33], [54, 34], [54, 35], [55, 19], [55, 20], [55, 21], [55, 27], [55, 28], [55, 29], [55, 30], [55, 31], [55, 32], [55, 33], [55, 34], [56, 20], [56, 21], [56, 22], [56, 23], [56, 24], [56, 25], [56, 26], [56, 27], [56, 28], [56, 29], [56, 30], [56, 31]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-02T23:24:42.959313Z\n- action_type: message\n- message: right\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-02T23:10:34.682080Z] follower | action_type=message\n  message: hi\n- [2026-05-02T23:20:01.910651Z] follower | action_type=message\n  message: I am working on that sine shape now\n- [2026-05-02T23:20:24.410197Z] follower | action_type=message\n  message: does everything so far look goo d to you?\n- [2026-05-02T23:23:39.407832Z] follower | action_type=message\n  message: hi.Does it look good to you now?\n- [2026-05-02T23:23:48.835175Z] follower | action_type=message\n  message: thanks\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Confirming the situation with my partner\", \"rationale\": \"I confirmed her adjustment on the igloo part, I don't know how she actually uh picked that spot to be adjusted, I think she just assumed that the angles in the igloo part needs to be adjusted but her adjustment was very good she did great\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study15", "participant_name": "Aspen", "timeline_index": 49, "step_index": 18}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Aspen\n\nBasic profile:\n- Age: 18-24\n- Gender: Male\n- Education background: High School or Relevant\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 30], [9, 31], [9, 32], [10, 29], [10, 30], [10, 31], [11, 28], [11, 29], [12, 27], [12, 28], [13, 27], [13, 28], [13, 36], [14, 26], [14, 27], [15, 26], [15, 27], [16, 25], [16, 26], [17, 25], [17, 26], [18, 25], [19, 24], [19, 25], [20, 24], [20, 25], [21, 6], [21, 24], [22, 24], [23, 24], [24, 24], [24, 25], [25, 24], [25, 25], [26, 13], [26, 25], [26, 26], [27, 25], [27, 26], [28, 26], [28, 27], [29, 4], [29, 5], [29, 6], [29, 7], [29, 8], [29, 26], [29, 27], [30, 4], [30, 5], [30, 6], [30, 7], [30, 27], [30, 28], [31, 4], [31, 5], [31, 6], [31, 7], [31, 8], [31, 27], [31, 28], [32, 4], [32, 5], [32, 7], [32, 8], [32, 28], [32, 29], [33, 4], [33, 5], [33, 28], [33, 29], [33, 30], [34, 3], [34, 4], [34, 30], [34, 31], [35, 3], [35, 4], [35, 30], [35, 31], [36, 3], [36, 4], [36, 31], [36, 32], [37, 3], [37, 32], [37, 33], [38, 2], [38, 3], [38, 32], [38, 33], [39, 2], [39, 3], [39, 17], [39, 33], [39, 34], [40, 2], [40, 3], [40, 14], [40, 15], [40, 16], [40, 17], [40, 18], [40, 19], [40, 33], [40, 34], [41, 2], [41, 3], [41, 13], [41, 14], [41, 15], [41, 16], [41, 18], [41, 19], [41, 33], [41, 34], [42, 2], [42, 3], [42, 12], [42, 13], [42, 19], [42, 20], [42, 33], [42, 34], [43, 2], [43, 3], [43, 11], [43, 12], [43, 19], [43, 20], [43, 34], [44, 3], [44, 4], [44, 5], [44, 10], [44, 11], [44, 20], [44, 34], [44, 35], [45, 3], [45, 4], [45, 5], [45, 10], [45, 11], [45, 20], [45, 34], [45, 35], [46, 4], [46, 5], [46, 6], [46, 9], [46, 10], [46, 20], [46, 35], [47, 5], [47, 6], [47, 7], [47, 8], [47, 9], [47, 20], [47, 35], [47, 36], [48, 8], [48, 20], [48, 35], [48, 36], [49, 20], [49, 35], [49, 36], [50, 20], [50, 35], [50, 36], [51, 20], [51, 35], [51, 36], [52, 20], [52, 35], [52, 36], [53, 20], [53, 35], [54, 20], [54, 33], [54, 34], [54, 35], [55, 19], [55, 20], [55, 21], [55, 27], [55, 28], [55, 29], [55, 30], [55, 31], [55, 32], [55, 33], [55, 34], [56, 20], [56, 21], [56, 22], [56, 23], [56, 24], [56, 25], [56, 26], [56, 27], [56, 28], [56, 29], [56, 30], [56, 31]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-02T23:25:08.006223Z\n- action_type: message\n- message: that last part is done\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-02T23:10:34.682080Z] follower | action_type=message\n  message: hi\n- [2026-05-02T23:20:01.910651Z] follower | action_type=message\n  message: I am working on that sine shape now\n- [2026-05-02T23:20:24.410197Z] follower | action_type=message\n  message: does everything so far look goo d to you?\n- [2026-05-02T23:23:39.407832Z] follower | action_type=message\n  message: hi.Does it look good to you now?\n- [2026-05-02T23:23:48.835175Z] follower | action_type=message\n  message: thanks\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Confirming the situation with my partner\", \"rationale\": \"I confirmed with her that the last part is done and doesn't have to be adjusted anymore so that she can work on the first part, the angles of the first part to be more precise\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study15", "participant_name": "Aspen", "timeline_index": 53, "step_index": 19}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Aspen\n\nBasic profile:\n- Age: 18-24\n- Gender: Male\n- Education background: High School or Relevant\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 30], [9, 31], [9, 32], [10, 29], [10, 30], [10, 31], [11, 28], [11, 29], [12, 27], [12, 28], [13, 27], [13, 28], [13, 36], [14, 26], [14, 27], [15, 26], [15, 27], [16, 25], [16, 26], [17, 25], [17, 26], [18, 25], [19, 24], [19, 25], [20, 24], [20, 25], [21, 6], [21, 24], [22, 24], [23, 24], [24, 24], [24, 25], [25, 24], [25, 25], [26, 13], [26, 25], [26, 26], [27, 25], [27, 26], [28, 26], [28, 27], [29, 4], [29, 5], [29, 6], [29, 7], [29, 8], [29, 26], [29, 27], [30, 4], [30, 5], [30, 6], [30, 7], [30, 27], [30, 28], [31, 4], [31, 5], [31, 6], [31, 7], [31, 8], [31, 27], [31, 28], [32, 4], [32, 5], [32, 7], [32, 8], [32, 28], [32, 29], [33, 4], [33, 5], [33, 28], [33, 29], [33, 30], [34, 3], [34, 4], [34, 30], [34, 31], [35, 3], [35, 4], [35, 30], [35, 31], [36, 3], [36, 4], [36, 31], [36, 32], [37, 3], [37, 32], [37, 33], [38, 2], [38, 3], [38, 32], [38, 33], [39, 2], [39, 3], [39, 17], [39, 33], [39, 34], [40, 2], [40, 3], [40, 14], [40, 15], [40, 16], [40, 17], [40, 18], [40, 19], [40, 33], [40, 34], [41, 2], [41, 3], [41, 13], [41, 14], [41, 15], [41, 16], [41, 18], [41, 19], [41, 33], [41, 34], [42, 2], [42, 3], [42, 12], [42, 13], [42, 19], [42, 20], [42, 33], [42, 34], [43, 2], [43, 3], [43, 11], [43, 12], [43, 19], [43, 20], [43, 34], [44, 3], [44, 4], [44, 5], [44, 10], [44, 11], [44, 20], [44, 34], [44, 35], [45, 3], [45, 4], [45, 5], [45, 10], [45, 11], [45, 20], [45, 34], [45, 35], [46, 4], [46, 5], [46, 6], [46, 9], [46, 10], [46, 20], [46, 35], [47, 5], [47, 6], [47, 7], [47, 8], [47, 9], [47, 20], [47, 35], [47, 36], [48, 8], [48, 20], [48, 35], [48, 36], [49, 20], [49, 35], [49, 36], [50, 20], [50, 35], [50, 36], [51, 20], [51, 35], [51, 36], [52, 20], [52, 35], [52, 36], [53, 20], [53, 35], [54, 20], [54, 33], [54, 34], [54, 35], [55, 19], [55, 20], [55, 21], [55, 27], [55, 28], [55, 29], [55, 30], [55, 31], [55, 32], [55, 33], [55, 34], [56, 20], [56, 21], [56, 22], [56, 23], [56, 24], [56, 25], [56, 26], [56, 27], [56, 28], [56, 29], [56, 30], [56, 31]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-02T23:25:27.597529Z\n- action_type: message\n- message: the only remaining angle is the middle of S shape\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-02T23:10:34.682080Z] follower | action_type=message\n  message: hi\n- [2026-05-02T23:20:01.910651Z] follower | action_type=message\n  message: I am working on that sine shape now\n- [2026-05-02T23:20:24.410197Z] follower | action_type=message\n  message: does everything so far look goo d to you?\n- [2026-05-02T23:23:39.407832Z] follower | action_type=message\n  message: hi.Does it look good to you now?\n- [2026-05-02T23:23:48.835175Z] follower | action_type=message\n  message: thanks\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Repairing a mistake or misunderstanding\", \"rationale\": \"I proceeded with telling her about the angle adjustment on the first part the S shape. I think she was looking for some angular adjustments to finish off the pass so I thought this would be the most important major adjustment we need to make it match the original map\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study15", "participant_name": "Aspen", "timeline_index": 54, "step_index": 20}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Aspen\n\nBasic profile:\n- Age: 18-24\n- Gender: Male\n- Education background: High School or Relevant\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 30], [9, 31], [9, 32], [10, 29], [10, 30], [10, 31], [11, 28], [11, 29], [12, 27], [12, 28], [13, 27], [13, 28], [13, 36], [14, 26], [14, 27], [15, 26], [15, 27], [16, 25], [16, 26], [17, 25], [17, 26], [18, 25], [19, 24], [19, 25], [20, 24], [20, 25], [21, 6], [21, 24], [22, 24], [23, 24], [24, 24], [24, 25], [25, 24], [25, 25], [26, 13], [26, 25], [26, 26], [27, 25], [27, 26], [28, 26], [28, 27], [29, 4], [29, 5], [29, 6], [29, 7], [29, 8], [29, 26], [29, 27], [30, 4], [30, 5], [30, 6], [30, 7], [30, 27], [30, 28], [31, 4], [31, 5], [31, 6], [31, 7], [31, 8], [31, 27], [31, 28], [32, 4], [32, 5], [32, 7], [32, 8], [32, 28], [32, 29], [33, 4], [33, 5], [33, 28], [33, 29], [33, 30], [34, 3], [34, 4], [34, 30], [34, 31], [35, 3], [35, 4], [35, 30], [35, 31], [36, 3], [36, 4], [36, 31], [36, 32], [37, 3], [37, 32], [37, 33], [38, 2], [38, 3], [38, 32], [38, 33], [39, 2], [39, 3], [39, 17], [39, 33], [39, 34], [40, 2], [40, 3], [40, 14], [40, 15], [40, 16], [40, 17], [40, 18], [40, 19], [40, 33], [40, 34], [41, 2], [41, 3], [41, 13], [41, 14], [41, 15], [41, 16], [41, 18], [41, 19], [41, 33], [41, 34], [42, 2], [42, 3], [42, 12], [42, 13], [42, 19], [42, 20], [42, 33], [42, 34], [43, 2], [43, 3], [43, 11], [43, 12], [43, 19], [43, 20], [43, 34], [44, 3], [44, 4], [44, 5], [44, 10], [44, 11], [44, 20], [44, 34], [44, 35], [45, 3], [45, 4], [45, 5], [45, 10], [45, 11], [45, 20], [45, 34], [45, 35], [46, 4], [46, 5], [46, 6], [46, 9], [46, 10], [46, 20], [46, 35], [47, 5], [47, 6], [47, 7], [47, 8], [47, 9], [47, 20], [47, 35], [47, 36], [48, 8], [48, 20], [48, 35], [48, 36], [49, 20], [49, 35], [49, 36], [50, 20], [50, 35], [50, 36], [51, 20], [51, 35], [51, 36], [52, 20], [52, 35], [52, 36], [53, 20], [53, 35], [54, 20], [54, 33], [54, 34], [54, 35], [55, 19], [55, 20], [55, 21], [55, 27], [55, 28], [55, 29], [55, 30], [55, 31], [55, 32], [55, 33], [55, 34], [56, 20], [56, 21], [56, 22], [56, 23], [56, 24], [56, 25], [56, 26], [56, 27], [56, 28], [56, 29], [56, 30], [56, 31]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-02T23:25:31.772807Z\n- action_type: message\n- message: it's bit more right angled\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-02T23:10:34.682080Z] follower | action_type=message\n  message: hi\n- [2026-05-02T23:20:01.910651Z] follower | action_type=message\n  message: I am working on that sine shape now\n- [2026-05-02T23:20:24.410197Z] follower | action_type=message\n  message: does everything so far look goo d to you?\n- [2026-05-02T23:23:39.407832Z] follower | action_type=message\n  message: hi.Does it look good to you now?\n- [2026-05-02T23:23:48.835175Z] follower | action_type=message\n  message: thanks\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Repairing a mistake or misunderstanding\", \"rationale\": \"I proceeded with telling her about the angle adjustment on the first part the S shape. I think she was looking for some angular adjustments to finish off the pass so I thought this would be the most important major adjustment we need to make it match the original map\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study15", "participant_name": "Aspen", "timeline_index": 55, "step_index": 21}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Aspen\n\nBasic profile:\n- Age: 18-24\n- Gender: Male\n- Education background: High School or Relevant\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 30], [9, 31], [9, 32], [10, 29], [10, 30], [10, 31], [11, 28], [11, 29], [12, 27], [12, 28], [13, 27], [13, 28], [13, 36], [14, 26], [14, 27], [15, 26], [15, 27], [16, 25], [16, 26], [17, 25], [17, 26], [18, 25], [19, 24], [19, 25], [20, 24], [20, 25], [21, 6], [21, 24], [22, 24], [23, 24], [24, 24], [24, 25], [25, 24], [25, 25], [26, 13], [26, 25], [26, 26], [27, 25], [27, 26], [28, 26], [28, 27], [29, 4], [29, 5], [29, 6], [29, 7], [29, 8], [29, 26], [29, 27], [30, 4], [30, 5], [30, 6], [30, 7], [30, 27], [30, 28], [31, 4], [31, 5], [31, 6], [31, 7], [31, 8], [31, 27], [31, 28], [32, 4], [32, 5], [32, 7], [32, 8], [32, 28], [32, 29], [33, 4], [33, 5], [33, 28], [33, 29], [33, 30], [34, 3], [34, 4], [34, 30], [34, 31], [35, 3], [35, 4], [35, 30], [35, 31], [36, 3], [36, 4], [36, 31], [36, 32], [37, 3], [37, 32], [37, 33], [38, 2], [38, 3], [38, 32], [38, 33], [39, 2], [39, 3], [39, 17], [39, 33], [39, 34], [40, 2], [40, 3], [40, 14], [40, 15], [40, 16], [40, 17], [40, 18], [40, 19], [40, 33], [40, 34], [41, 2], [41, 3], [41, 13], [41, 14], [41, 15], [41, 16], [41, 18], [41, 19], [41, 33], [41, 34], [42, 2], [42, 3], [42, 12], [42, 13], [42, 19], [42, 20], [42, 33], [42, 34], [43, 2], [43, 3], [43, 11], [43, 12], [43, 19], [43, 20], [43, 34], [44, 3], [44, 4], [44, 5], [44, 10], [44, 11], [44, 20], [44, 34], [44, 35], [45, 3], [45, 4], [45, 5], [45, 10], [45, 11], [45, 20], [45, 34], [45, 35], [46, 4], [46, 5], [46, 6], [46, 9], [46, 10], [46, 20], [46, 35], [47, 5], [47, 6], [47, 7], [47, 8], [47, 9], [47, 20], [47, 35], [47, 36], [48, 8], [48, 20], [48, 35], [48, 36], [49, 20], [49, 35], [49, 36], [50, 20], [50, 35], [50, 36], [51, 20], [51, 35], [51, 36], [52, 20], [52, 35], [52, 36], [53, 20], [53, 35], [54, 20], [54, 33], [54, 34], [54, 35], [55, 19], [55, 20], [55, 21], [55, 27], [55, 28], [55, 29], [55, 30], [55, 31], [55, 32], [55, 33], [55, 34], [56, 20], [56, 21], [56, 22], [56, 23], [56, 24], [56, 25], [56, 26], [56, 27], [56, 28], [56, 29], [56, 30], [56, 31]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-02T23:25:40.166882Z\n- action_type: message\n- message: on top forest and bottom of volcano\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-02T23:10:34.682080Z] follower | action_type=message\n  message: hi\n- [2026-05-02T23:20:01.910651Z] follower | action_type=message\n  message: I am working on that sine shape now\n- [2026-05-02T23:20:24.410197Z] follower | action_type=message\n  message: does everything so far look goo d to you?\n- [2026-05-02T23:23:39.407832Z] follower | action_type=message\n  message: hi.Does it look good to you now?\n- [2026-05-02T23:23:48.835175Z] follower | action_type=message\n  message: thanks\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Repairing a mistake or misunderstanding\", \"rationale\": \"I proceeded with telling her about the angle adjustment on the first part the S shape. I think she was looking for some angular adjustments to finish off the pass so I thought this would be the most important major adjustment we need to make it match the original map\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study15", "participant_name": "Aspen", "timeline_index": 56, "step_index": 22}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Aspen\n\nBasic profile:\n- Age: 18-24\n- Gender: Male\n- Education background: High School or Relevant\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 30], [9, 31], [9, 32], [10, 29], [10, 30], [10, 31], [11, 28], [11, 29], [12, 27], [12, 28], [13, 27], [13, 28], [13, 36], [14, 26], [14, 27], [15, 26], [15, 27], [16, 25], [16, 26], [17, 25], [17, 26], [18, 25], [19, 24], [19, 25], [20, 24], [20, 25], [21, 6], [21, 24], [22, 24], [23, 24], [24, 24], [24, 25], [25, 24], [25, 25], [26, 13], [26, 25], [26, 26], [27, 25], [27, 26], [27, 27], [27, 28], [28, 27], [28, 28], [28, 29], [29, 4], [29, 5], [29, 6], [29, 7], [29, 8], [29, 28], [29, 29], [29, 30], [30, 4], [30, 5], [30, 6], [30, 7], [30, 30], [30, 31], [30, 32], [31, 4], [31, 5], [31, 6], [31, 7], [31, 8], [31, 31], [31, 32], [31, 33], [32, 4], [32, 5], [32, 7], [32, 8], [32, 33], [32, 34], [33, 4], [33, 5], [33, 34], [33, 35], [34, 3], [34, 4], [34, 34], [34, 35], [35, 3], [35, 4], [35, 35], [35, 36], [36, 3], [36, 4], [36, 35], [36, 36], [37, 3], [37, 36], [38, 2], [38, 3], [38, 36], [39, 2], [39, 3], [39, 17], [39, 36], [39, 37], [40, 2], [40, 3], [40, 14], [40, 15], [40, 16], [40, 17], [40, 18], [40, 19], [40, 36], [40, 37], [41, 2], [41, 3], [41, 13], [41, 14], [41, 15], [41, 16], [41, 18], [41, 19], [41, 36], [41, 37], [42, 2], [42, 3], [42, 12], [42, 13], [42, 19], [42, 20], [42, 36], [42, 37], [43, 2], [43, 3], [43, 11], [43, 12], [43, 19], [43, 20], [43, 36], [43, 37], [44, 3], [44, 4], [44, 5], [44, 10], [44, 11], [44, 20], [44, 36], [44, 37], [45, 3], [45, 4], [45, 5], [45, 10], [45, 11], [45, 20], [45, 36], [45, 37], [46, 4], [46, 5], [46, 6], [46, 9], [46, 10], [46, 20], [46, 36], [46, 37], [47, 5], [47, 6], [47, 7], [47, 8], [47, 9], [47, 20], [47, 36], [48, 8], [48, 20], [48, 36], [48, 37], [49, 20], [49, 36], [49, 37], [50, 20], [50, 36], [50, 37], [51, 20], [51, 35], [51, 36], [52, 20], [52, 35], [52, 36], [53, 20], [53, 35], [54, 20], [54, 33], [54, 34], [54, 35], [55, 19], [55, 20], [55, 21], [55, 27], [55, 28], [55, 29], [55, 30], [55, 31], [55, 32], [55, 33], [55, 34], [56, 20], [56, 21], [56, 22], [56, 23], [56, 24], [56, 25], [56, 26], [56, 27], [56, 28], [56, 29], [56, 30], [56, 31]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-02T23:25:59.361000Z\n- action_type: message\n- message: yeah very good\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-02T23:10:34.682080Z] follower | action_type=message\n  message: hi\n- [2026-05-02T23:20:01.910651Z] follower | action_type=message\n  message: I am working on that sine shape now\n- [2026-05-02T23:20:24.410197Z] follower | action_type=message\n  message: does everything so far look goo d to you?\n- [2026-05-02T23:23:39.407832Z] follower | action_type=message\n  message: hi.Does it look good to you now?\n- [2026-05-02T23:23:48.835175Z] follower | action_type=message\n  message: thanks\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Confirming the situation with my partner\", \"rationale\": \"I confirmed with her that the task is done. She did great adjusting the angles, although it was not precisely the same. It was better than before and it was very highly matching with the original route. She adjusted the angles very well and followed instructions. I confirmed with her that if she thinks the map is done. She proceeded saying that we can't submit our tasks. I submitted, I pressed the submit button and I let her know that I pressed it as she was waiting for me for final feedback. After letting her know I think she also pressed the submit button.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study15", "participant_name": "Aspen", "timeline_index": 61, "step_index": 23}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Aspen\n\nBasic profile:\n- Age: 18-24\n- Gender: Male\n- Education background: High School or Relevant\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 30], [9, 31], [9, 32], [10, 29], [10, 30], [10, 31], [11, 28], [11, 29], [12, 27], [12, 28], [13, 27], [13, 28], [13, 36], [14, 26], [14, 27], [15, 26], [15, 27], [16, 25], [16, 26], [17, 25], [17, 26], [18, 25], [19, 24], [19, 25], [20, 24], [20, 25], [21, 6], [21, 24], [22, 24], [23, 24], [24, 24], [24, 25], [25, 24], [25, 25], [26, 13], [26, 25], [26, 26], [27, 25], [27, 26], [27, 27], [27, 28], [28, 27], [28, 28], [28, 29], [29, 4], [29, 5], [29, 6], [29, 7], [29, 8], [29, 28], [29, 29], [29, 30], [30, 4], [30, 5], [30, 6], [30, 7], [30, 30], [30, 31], [30, 32], [31, 4], [31, 5], [31, 6], [31, 7], [31, 8], [31, 31], [31, 32], [31, 33], [32, 4], [32, 5], [32, 7], [32, 8], [32, 33], [32, 34], [33, 4], [33, 5], [33, 34], [33, 35], [34, 3], [34, 4], [34, 34], [34, 35], [35, 3], [35, 4], [35, 35], [35, 36], [36, 3], [36, 4], [36, 35], [36, 36], [37, 3], [37, 36], [38, 2], [38, 3], [38, 36], [39, 2], [39, 3], [39, 17], [39, 36], [39, 37], [40, 2], [40, 3], [40, 14], [40, 15], [40, 16], [40, 17], [40, 18], [40, 19], [40, 36], [40, 37], [41, 2], [41, 3], [41, 13], [41, 14], [41, 15], [41, 16], [41, 18], [41, 19], [41, 36], [41, 37], [42, 2], [42, 3], [42, 12], [42, 13], [42, 19], [42, 20], [42, 36], [42, 37], [43, 2], [43, 3], [43, 11], [43, 12], [43, 19], [43, 20], [43, 36], [43, 37], [44, 3], [44, 4], [44, 5], [44, 10], [44, 11], [44, 20], [44, 36], [44, 37], [45, 3], [45, 4], [45, 5], [45, 10], [45, 11], [45, 20], [45, 36], [45, 37], [46, 4], [46, 5], [46, 6], [46, 9], [46, 10], [46, 20], [46, 36], [46, 37], [47, 5], [47, 6], [47, 7], [47, 8], [47, 9], [47, 20], [47, 36], [48, 8], [48, 20], [48, 36], [49, 20], [49, 36], [50, 20], [50, 36], [51, 20], [51, 35], [51, 36], [52, 20], [52, 35], [52, 36], [53, 20], [53, 35], [54, 20], [54, 33], [54, 34], [54, 35], [55, 19], [55, 20], [55, 21], [55, 27], [55, 28], [55, 29], [55, 30], [55, 31], [55, 32], [55, 33], [55, 34], [56, 20], [56, 21], [56, 22], [56, 23], [56, 24], [56, 25], [56, 26], [56, 27], [56, 28], [56, 29], [56, 30], [56, 31]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-02T23:26:28.319490Z\n- action_type: message\n- message: I think we are pretty much done?\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-02T23:10:34.682080Z] follower | action_type=message\n  message: hi\n- [2026-05-02T23:20:01.910651Z] follower | action_type=message\n  message: I am working on that sine shape now\n- [2026-05-02T23:20:24.410197Z] follower | action_type=message\n  message: does everything so far look goo d to you?\n- [2026-05-02T23:23:39.407832Z] follower | action_type=message\n  message: hi.Does it look good to you now?\n- [2026-05-02T23:23:48.835175Z] follower | action_type=message\n  message: thanks\n- [2026-05-02T23:26:14.102405Z] follower | action_type=message\n  message: nice\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Confirming the situation with my partner\", \"rationale\": \"I confirmed with her that the task is done. She did great adjusting the angles, although it was not precisely the same. It was better than before and it was very highly matching with the original route. She adjusted the angles very well and followed instructions. I confirmed with her that if she thinks the map is done. She proceeded saying that we can't submit our tasks. I submitted, I pressed the submit button and I let her know that I pressed it as she was waiting for me for final feedback. After letting her know I think she also pressed the submit button.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study15", "participant_name": "Aspen", "timeline_index": 64, "step_index": 24}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Aspen\n\nBasic profile:\n- Age: 18-24\n- Gender: Male\n- Education background: High School or Relevant\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: high. This follower is highly likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 30], [9, 31], [9, 32], [10, 29], [10, 30], [10, 31], [11, 28], [11, 29], [12, 27], [12, 28], [13, 27], [13, 28], [13, 36], [14, 26], [14, 27], [15, 26], [15, 27], [16, 25], [16, 26], [17, 25], [17, 26], [18, 25], [19, 24], [19, 25], [20, 24], [20, 25], [21, 6], [21, 24], [22, 24], [23, 24], [24, 24], [24, 25], [25, 24], [25, 25], [26, 13], [26, 25], [26, 26], [27, 25], [27, 26], [27, 27], [27, 28], [28, 27], [28, 28], [28, 29], [29, 4], [29, 5], [29, 6], [29, 7], [29, 8], [29, 28], [29, 29], [29, 30], [30, 4], [30, 5], [30, 6], [30, 7], [30, 30], [30, 31], [30, 32], [31, 4], [31, 5], [31, 6], [31, 7], [31, 8], [31, 31], [31, 32], [31, 33], [32, 4], [32, 5], [32, 7], [32, 8], [32, 33], [32, 34], [33, 4], [33, 5], [33, 34], [33, 35], [34, 3], [34, 4], [34, 34], [34, 35], [35, 3], [35, 4], [35, 35], [35, 36], [36, 3], [36, 4], [36, 35], [36, 36], [37, 3], [37, 36], [38, 2], [38, 3], [38, 36], [39, 2], [39, 3], [39, 17], [39, 36], [39, 37], [40, 2], [40, 3], [40, 14], [40, 15], [40, 16], [40, 17], [40, 18], [40, 19], [40, 36], [40, 37], [41, 2], [41, 3], [41, 13], [41, 14], [41, 15], [41, 16], [41, 18], [41, 19], [41, 36], [41, 37], [42, 2], [42, 3], [42, 12], [42, 13], [42, 19], [42, 20], [42, 36], [42, 37], [43, 2], [43, 3], [43, 11], [43, 12], [43, 19], [43, 20], [43, 36], [43, 37], [44, 3], [44, 4], [44, 5], [44, 10], [44, 11], [44, 20], [44, 36], [44, 37], [45, 3], [45, 4], [45, 5], [45, 10], [45, 11], [45, 20], [45, 36], [45, 37], [46, 4], [46, 5], [46, 6], [46, 9], [46, 10], [46, 20], [46, 36], [46, 37], [47, 5], [47, 6], [47, 7], [47, 8], [47, 9], [47, 20], [47, 36], [48, 8], [48, 20], [48, 36], [49, 20], [49, 36], [50, 20], [50, 36], [51, 20], [51, 35], [51, 36], [52, 20], [52, 35], [52, 36], [53, 20], [53, 35], [54, 20], [54, 33], [54, 34], [54, 35], [55, 19], [55, 20], [55, 21], [55, 27], [55, 28], [55, 29], [55, 30], [55, 31], [55, 32], [55, 33], [55, 34], [56, 20], [56, 21], [56, 22], [56, 23], [56, 24], [56, 25], [56, 26], [56, 27], [56, 28], [56, 29], [56, 30], [56, 31]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-02T23:27:02.745855Z\n- action_type: message\n- message: I just pressed the submit button\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-02T23:10:34.682080Z] follower | action_type=message\n  message: hi\n- [2026-05-02T23:20:01.910651Z] follower | action_type=message\n  message: I am working on that sine shape now\n- [2026-05-02T23:20:24.410197Z] follower | action_type=message\n  message: does everything so far look goo d to you?\n- [2026-05-02T23:23:39.407832Z] follower | action_type=message\n  message: hi.Does it look good to you now?\n- [2026-05-02T23:23:48.835175Z] follower | action_type=message\n  message: thanks\n- [2026-05-02T23:26:14.102405Z] follower | action_type=message\n  message: nice\n- [2026-05-02T23:26:34.294862Z] follower | action_type=message\n  message: I think so\n- [2026-05-02T23:26:39.907662Z] follower | action_type=message\n  message: let's submit our task\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Confirming the situation with my partner\", \"rationale\": \"I confirmed with her that the task is done. She did great adjusting the angles, although it was not precisely the same. It was better than before and it was very highly matching with the original route. She adjusted the angles very well and followed instructions. I confirmed with her that if she thinks the map is done. She proceeded saying that we can't submit our tasks. I submitted, I pressed the submit button and I let her know that I pressed it as she was waiting for me for final feedback. After letting her know I think she also pressed the submit button.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study15", "participant_name": "Aspen", "timeline_index": 67, "step_index": 25}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:10:47.008531Z\n- action_type: message\n- message: Hi!\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Exploring on my own to gather information\", \"rationale\": \"So, right at this moment, we are trying to, I think, get familiar with the given map and at this point, we're just saying hi and initiating the conversation and that also answers question number two. I assume my partner was trying to do, my partner was trying to be familiar, get familiar with the map and, you know, just get to say hi to each other and, well, question number three we are saying hi because it's awkward to just get right into the task.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 1, "step_index": 0}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[27, 5], [27, 6], [27, 7], [27, 8], [27, 9], [27, 10], [27, 11], [27, 12], [27, 13], [27, 14], [27, 15], [27, 16], [27, 17], [27, 18], [28, 2], [28, 3], [28, 4], [28, 5], [28, 6], [28, 7], [28, 8], [28, 13], [28, 14], [28, 15], [28, 16], [28, 17], [28, 18], [28, 19], [28, 20], [28, 21], [28, 22], [29, 2], [29, 3], [29, 4], [29, 20], [29, 21], [29, 22], [29, 23], [29, 24], [29, 25], [30, 3], [30, 4], [30, 5], [30, 24], [30, 25], [30, 26], [30, 27], [30, 28], [31, 4], [31, 5], [31, 6], [31, 7], [31, 27], [31, 28], [31, 29], [31, 30], [32, 6], [32, 7], [32, 8], [32, 29], [32, 30], [32, 31], [33, 8], [33, 29], [33, 30], [33, 31], [34, 29], [34, 30], [34, 31], [34, 32], [35, 31], [35, 32], [35, 33], [35, 34]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:12:38.024253Z\n- action_type: message\n- message: So from the starting point pass in between the dinosaur bones and the volcano please\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Confirming the situation with my partner\", \"rationale\": \"As this is the starting point, we are trying to figure out where to start drawing the route. So I, because I am the guide, I explained the route. Question number two, I think my partner was waiting for me to start describing the route because the follower cannot see the correct route and because this is the starting point, my partner does not know where to go at all. And question number three, I started the conversation first because I am the guide and I am the only one with the information.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 6, "step_index": 1}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[27, 5], [27, 6], [27, 7], [27, 8], [27, 9], [27, 10], [27, 11], [27, 12], [27, 13], [27, 14], [27, 15], [27, 16], [27, 17], [27, 18], [28, 2], [28, 3], [28, 4], [28, 5], [28, 6], [28, 7], [28, 8], [28, 13], [28, 14], [28, 15], [28, 16], [28, 17], [28, 18], [28, 19], [28, 20], [28, 21], [28, 22], [29, 2], [29, 3], [29, 4], [29, 20], [29, 21], [29, 22], [29, 23], [29, 24], [29, 25], [30, 3], [30, 4], [30, 5], [30, 24], [30, 25], [30, 26], [30, 27], [30, 28], [31, 4], [31, 5], [31, 6], [31, 7], [31, 27], [31, 28], [31, 29], [31, 30], [32, 6], [32, 7], [32, 8], [32, 29], [32, 30], [32, 31], [33, 8], [33, 29], [33, 30], [33, 31], [34, 29], [34, 30], [34, 31], [34, 32], [35, 31], [35, 32], [35, 33], [35, 34]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:12:54.803552Z\n- action_type: message\n- message: probably in the middle but ever so slightly closer to the bones\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Probably understood our situation but I was not fully sure\", \"self_reasoning\": \"Grounding by sharing or requesting information to align\", \"rationale\": \"We are still in the early phase, so I am trying to describe where the exact point is by providing more information because the route is for now, it seems like it's in the middle, but it's slightly closer to the bones, so I'm just trying to describe it better so my partner can draw with more clarity. And question number two, I think my partner was reading what I was describing and maybe started thinking, oh, \\\"where should I draw\\\" at this point? And question number three, I provided more information so that the follower would not face any ambiguity because sometimes it's hard to know where to draw without any details.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 8, "step_index": 2}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 21]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:13:09.844693Z\n- action_type: message\n- message: Please lmk if you have any questions\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"We are still in the early phase, so I am trying to describe where the exact point is by providing more information because the route is for now, it seems like it's in the middle, but it's slightly closer to the bones, so I'm just trying to describe it better so my partner can draw with more clarity. And question number two, I think my partner was reading what I was describing and maybe started thinking, oh, \\\"where should I draw\\\" at this point? And question number three, I provided more information so that the follower would not face any ambiguity because sometimes it's hard to know where to draw without any details.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 12, "step_index": 3}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 21]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:13:36.905772Z\n- action_type: message\n- message: That's good! Now we are going to the point in between the volcano and the forest\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Confirming the situation with my partner\", \"rationale\": \"so at this point we just successfully drew the first part of the route and we are trying to understand if we communicated properly so question number two I think my partner drew the route based on my description and then sent me a message to confirm if their understanding was correct. Third question, then I replied that it was good to confirm that my partner understood my message correctly\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 14, "step_index": 4}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 21]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:13:48.845311Z\n- action_type: message\n- message: I think it's perfect for now!\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Confirming the situation with my partner\", \"rationale\": \"so at this point we just successfully drew the first part of the route and we are trying to understand if we communicated properly so question number two I think my partner drew the route based on my description and then sent me a message to confirm if their understanding was correct. Third question, then I replied that it was good to confirm that my partner understood my message correctly\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 15, "step_index": 5}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 21]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:14:11.251903Z\n- action_type: message\n- message: So to go to the forest we are like moving by the volcano\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Grounding by sharing or requesting information to align\", \"rationale\": \"Now we are trying to move on to the later part of the route. We are trying to communicate where we should head next. I think my partner was waiting for me to describe further and provide more information. So I started describing where to go next.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 16, "step_index": 6}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 21]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:14:38.093189Z\n- action_type: message\n- message: to the direction of the forest*\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Grounding by sharing or requesting information to align\", \"rationale\": \"Now we are trying to move on to the later part of the route. We are trying to communicate where we should head next. I think my partner was waiting for me to describe further and provide more information. So I started describing where to go next.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 18, "step_index": 7}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 21]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:14:41.033280Z\n- action_type: message\n- message: Sure!\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Confirming the situation with my partner\", \"rationale\": \"Now we are trying to move on to the later part of the route. We are trying to communicate where we should head next. I think my partner was waiting for me to describe further and provide more information. So I started describing where to go next.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 19, "step_index": 8}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 22], [29, 23], [29, 24], [30, 23], [30, 24], [30, 25], [30, 26], [31, 25], [31, 26], [31, 27], [31, 28], [32, 27], [32, 28]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:14:47.226379Z\n- action_type: message\n- message: Yes! Great so far\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Confirming the situation with my partner\", \"rationale\": \"So at this point we are moving forward with drawing more routes and we are also confirming if we are communicating properly and question number two, I think my partner just did the task and then was trying to get confirmation from me if everything was okay. And question number three, I provided assertion so that my partner could know that it had been going well.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 21, "step_index": 9}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 22], [29, 23], [29, 24], [30, 23], [30, 24], [30, 25], [30, 26], [31, 25], [31, 26], [31, 27], [31, 28], [32, 27], [32, 28]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:15:10.261529Z\n- action_type: message\n- message: Also the pyramid should be moved beneath the forest\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Grounding by sharing or requesting information to align\", \"rationale\": \"At this point we are trying to relocate the pyramid which was in the wrong place because the follower gets a different map. So we are trying to figure out how to correct the map. I think my partner was doing okay at this point. I just started explaining so nothing much was going on. But I initiated this action so that we can have the same map and then make the further tasks easier.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 22, "step_index": 10}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 22], [29, 23], [29, 24], [30, 23], [30, 24], [30, 25], [30, 26], [31, 25], [31, 26], [31, 27], [31, 28], [32, 27], [32, 28]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:15:17.325414Z\n- action_type: message\n- message: It's in the wrong place fyi\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Grounding by sharing or requesting information to align\", \"rationale\": \"At this point we are trying to relocate the pyramid which was in the wrong place because the follower gets a different map. So we are trying to figure out how to correct the map. I think my partner was doing okay at this point. I just started explaining so nothing much was going on. But I initiated this action so that we can have the same map and then make the further tasks easier.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 23, "step_index": 11}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 22], [29, 23], [29, 24], [30, 23], [30, 24], [30, 25], [30, 26], [31, 25], [31, 26], [31, 27], [31, 28], [32, 27], [32, 28]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:16:15.555498Z\n- action_type: message\n- message: Would you be able to draw like a triangle to mark the pyramid's correct location? It's under the forest but slightly on the right\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Probably understood our situation but I was not fully sure\", \"self_reasoning\": \"Confirming the situation with my partner\", \"rationale\": \"We are still working on relocating the pyramid, but here I am trying to see if it's easier to just see where the follower thinks the pyramid is, because it's easier to see what they think on screen rather than just describing it via text. So I am asking my partner to draw a mark to confirm if our understanding aligns. I think my partner was trying to understand what I was describing, and as I said, I took this action to A, make things easier, and B, to confirm if our thoughts are the same.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 27, "step_index": 12}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 22], [29, 23], [29, 24], [30, 23], [30, 24], [30, 25], [30, 26], [31, 25], [31, 26], [31, 27], [31, 28], [32, 27], [32, 28]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:16:33.658088Z\n- action_type: message\n- message: We need a pyramid to draw the route\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Probably understood our situation but I was not fully sure\", \"self_reasoning\": \"Confirming the situation with my partner\", \"rationale\": \"It's pretty similar to the situation before, but here, I'm just trying to provide more information because knowing that relocating the pyramid is important has impact on the overall task. I think my partner was trying to figure out where the pyramid is exactly, and I was just providing more information so my partner understands the situation better.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 28, "step_index": 13}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 22], [29, 23], [29, 24], [30, 23], [30, 24], [30, 25], [30, 26], [31, 25], [31, 26], [31, 27], [31, 28], [32, 27], [32, 28], [46, 32], [46, 33], [47, 31], [47, 32], [47, 33], [48, 31], [48, 33], [48, 34], [49, 30], [49, 31], [49, 33], [49, 34], [50, 30], [50, 31], [50, 34], [50, 35], [51, 30], [51, 31], [51, 32], [51, 33], [51, 34], [51, 35], [52, 33], [52, 34], [52, 35]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:17:11.571787Z\n- action_type: message\n- message: veeeeery slightly to the left and a little downward plz\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"So at this point my partner drew a triangle where they think, where they thought the pyramid were supposed to be to communicate with me. I was trying to see if the location works and then I was about to provide more information to move the pyramid to the right place.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 33, "step_index": 14}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 22], [29, 23], [29, 24], [30, 23], [30, 24], [30, 25], [30, 26], [31, 25], [31, 26], [31, 27], [31, 28], [32, 27], [32, 28], [49, 29], [49, 30], [50, 28], [50, 29], [50, 30], [50, 31], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:17:26.507267Z\n- action_type: message\n- message: Nice!\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"So this is the second location of the pyramid because I asked my partner to move the pyramid a little more because the previous location was a little too further from the exact mark. So my partner understood what I wanted to do and then they eventually drew a new triangle to mark the right spot and then we were trying to see if our thoughts were aligned through this. I think my partner was at this point trying to confirm if their understanding was correct and I provided confirmation that their understanding was indeed correct.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 36, "step_index": 15}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 22], [29, 23], [29, 24], [30, 23], [30, 24], [30, 25], [30, 26], [31, 25], [31, 26], [31, 27], [31, 28], [32, 27], [32, 28], [49, 29], [49, 30], [50, 28], [50, 29], [50, 30], [50, 31], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:17:36.964662Z\n- action_type: message\n- message: I think we can move onto the route\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Other\", \"rationale\": \"At this point, we confirmed that the new location of the pyramid is correct. So I was trying to move on to the next task of drawing the route. Since we resolved the issue with the pyramid, I think my partner at this point was waiting for me to provide more information on the route so that we can move forward. And I said that we can move on because to communicate that we are on the right path and to inform them that the issue was resolved.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 37, "step_index": 16}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 22], [29, 23], [29, 24], [30, 23], [30, 24], [30, 25], [30, 26], [31, 25], [31, 26], [31, 27], [31, 28], [32, 27], [32, 28], [49, 29], [49, 30], [50, 28], [50, 29], [50, 30], [50, 31], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:17:50.041995Z\n- action_type: message\n- message: We are going beneath the pyramid\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Grounding by sharing or requesting information to align\", \"rationale\": \"Here I am doing my best to describe where we're going and because it could be a little confusing. I am trying to be detailed but here I am more like setting up the direction where we're going I think my partner at this point was waiting for more information and I did this to provide more details on the route\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 38, "step_index": 17}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 22], [29, 23], [29, 24], [30, 23], [30, 24], [30, 25], [30, 26], [31, 25], [31, 26], [31, 27], [31, 28], [32, 27], [32, 28], [33, 28], [33, 29], [34, 28], [34, 29], [34, 30], [35, 29], [35, 30], [36, 30], [36, 31], [37, 30], [37, 31], [38, 31], [38, 32], [39, 31], [39, 32], [40, 32], [41, 32], [41, 33], [42, 32], [42, 33], [43, 33], [44, 33], [44, 34], [45, 33], [45, 34], [46, 34], [46, 35], [47, 34], [47, 35], [48, 34], [48, 35], [49, 29], [49, 30], [49, 34], [49, 35], [50, 28], [50, 29], [50, 30], [50, 31], [50, 34], [50, 35], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 34], [51, 35], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [52, 34], [52, 35], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 34], [53, 35], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [54, 34], [54, 35], [55, 31], [55, 32], [55, 33], [55, 34], [55, 35], [56, 28], [56, 29], [56, 30], [56, 31], [56, 32], [56, 33]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:20:09.216214Z\n- action_type: message\n- message: Could you please like go toward the left of the forest? It's a little weird from now\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Grounding by sharing or requesting information to align\", \"rationale\": \"So far the route has been good. I mean I missed one thing that we have to take a little detour from the forest to the pyramid but I decided to keep going because that's something that we can fix later on. So I am just trying to move forward by explaining the next point that we need to reach and my partner was waiting for me to describe where to go from here and I was doing this to provide information while letting my partner know that the route is going to be slightly different from what we have been doing.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 41, "step_index": 18}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 22], [29, 23], [29, 24], [30, 23], [30, 24], [30, 25], [30, 26], [31, 25], [31, 26], [31, 27], [31, 28], [32, 27], [32, 28], [33, 28], [33, 29], [34, 28], [34, 29], [34, 30], [35, 29], [35, 30], [36, 30], [36, 31], [37, 30], [37, 31], [38, 31], [38, 32], [39, 31], [39, 32], [40, 32], [41, 32], [41, 33], [42, 32], [42, 33], [43, 33], [44, 33], [44, 34], [45, 33], [45, 34], [46, 34], [46, 35], [47, 34], [47, 35], [48, 34], [48, 35], [49, 29], [49, 30], [49, 34], [49, 35], [50, 28], [50, 29], [50, 30], [50, 31], [50, 34], [50, 35], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 34], [51, 35], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [52, 34], [52, 35], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 34], [53, 35], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [54, 34], [54, 35], [55, 31], [55, 32], [55, 33], [55, 34], [55, 35], [56, 28], [56, 29], [56, 30], [56, 31], [56, 32], [56, 33]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:20:16.792974Z\n- action_type: message\n- message: For now it's all good\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Other\", \"rationale\": \"The situation is pretty similar to the previous moment, but I'm doing this just to provide confidence and confirmation that my partner has been doing great.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 42, "step_index": 19}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 22], [29, 23], [29, 24], [30, 23], [30, 24], [30, 25], [30, 26], [31, 25], [31, 26], [31, 27], [31, 28], [32, 27], [32, 28], [33, 28], [33, 29], [34, 28], [34, 29], [34, 30], [35, 29], [35, 30], [36, 30], [36, 31], [37, 30], [37, 31], [38, 31], [38, 32], [39, 31], [39, 32], [40, 32], [41, 32], [41, 33], [42, 32], [42, 33], [43, 33], [44, 33], [44, 34], [45, 33], [45, 34], [46, 34], [46, 35], [47, 34], [47, 35], [48, 34], [48, 35], [49, 29], [49, 30], [49, 34], [49, 35], [50, 28], [50, 29], [50, 30], [50, 31], [50, 34], [50, 35], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 34], [51, 35], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [52, 34], [52, 35], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 34], [53, 35], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [54, 34], [54, 35], [55, 31], [55, 32], [55, 33], [55, 34], [55, 35], [56, 28], [56, 29], [56, 30], [56, 31], [56, 32], [56, 33]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:20:32.197973Z\n- action_type: message\n- message: like from below the pyramid to the left side of the forest\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Grounding by sharing or requesting information to align\", \"rationale\": \"Here I am doing my best to describe where we're going and because it could be a little confusing. I am trying to be detailed but here I am more like setting up the direction where we're going I think my partner at this point was waiting for more information and I did this to provide more details on the route\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 43, "step_index": 20}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 22], [29, 23], [29, 24], [30, 23], [30, 24], [30, 25], [30, 26], [31, 25], [31, 26], [31, 27], [31, 28], [32, 27], [32, 28], [49, 29], [49, 30], [50, 28], [50, 29], [50, 30], [50, 31], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:21:16.579367Z\n- action_type: message\n- message: Yeah like surround the pyramid a little bit\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Something was unclear and we were working it out\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Grounding by sharing or requesting information to align\", \"rationale\": \"um at this point we were experiencing a little bit of confusion my partner i think thought that they did something wrong so they eventually erased the route which I did not want but it happened so I was trying to provide assurance and more information so that my partner can keep moving forward. I was trying to provide more details so i can clarify confusions a little better\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 46, "step_index": 21}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 22], [29, 23], [49, 29], [49, 30], [50, 28], [50, 29], [50, 30], [50, 31], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:21:22.294799Z\n- action_type: message\n- message: Oop\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Something was unclear and we were working it out\", \"partner_intent\": \"Misunderstood and we were not aligned\", \"self_reasoning\": \"Repairing a mistake or misunderstanding\", \"rationale\": \"We are still trying to figure out where we should go, and at this point I realized that my partner erased the route further, so I thought I should let them know that we didn't really have to do that. I just said, oop, to raise awareness and draw attention that we didn't have to do that. I think my partner was a little overwhelmed with lack of information, or maybe they thought the route was incorrect, but I knew that we were going to the right direction, so I am trying to really draw their attention that we have been doing great, so we don't really have to change anything.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 48, "step_index": 22}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 22], [29, 23], [29, 24], [30, 23], [30, 24], [30, 25], [30, 26], [31, 25], [31, 26], [31, 27], [31, 28], [32, 27], [32, 28], [49, 29], [49, 30], [50, 28], [50, 29], [50, 30], [50, 31], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:21:30.617576Z\n- action_type: message\n- message: One sec\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Something was unclear and we were working it out\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Repairing a mistake or misunderstanding\", \"rationale\": \"We are still trying to figure out the point where we got stuck. I asked my partner to give me a second so that I can think about what to do and make things easier. I think my partner at this point was a little frustrated so I felt sorry about that so I really wanted to think of a plan that will work well for both of us, so I was just trying to take a pause so that we can strategize\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 50, "step_index": 23}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 22], [29, 23], [29, 24], [30, 23], [30, 24], [30, 25], [30, 26], [31, 25], [31, 26], [31, 27], [31, 28], [32, 27], [32, 28], [49, 29], [49, 30], [50, 28], [50, 29], [50, 30], [50, 31], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:21:55.541764Z\n- action_type: message\n- message: I think the previous version was great\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Repairing a mistake or misunderstanding\", \"rationale\": \"Here I'm mostly just trying to confirm that what my partner drew initially was great. I thought that would be easier. I assumed that my partner was confused so I was trying to explain better.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 51, "step_index": 24}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 22], [29, 23], [29, 24], [30, 23], [30, 24], [30, 25], [30, 26], [31, 25], [31, 26], [31, 27], [31, 28], [32, 27], [32, 28], [32, 29], [33, 29], [33, 30], [34, 30], [34, 31], [35, 31], [35, 32], [36, 31], [36, 32], [36, 33], [37, 32], [37, 33], [38, 33], [38, 34], [39, 33], [39, 34], [40, 34], [41, 34], [41, 35], [42, 34], [42, 35], [43, 34], [43, 35], [44, 34], [44, 35], [49, 29], [49, 30], [50, 28], [50, 29], [50, 30], [50, 31], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:22:15.403165Z\n- action_type: message\n- message: Yeah can you draw again what you have in mind for now\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Something was unclear and we were working it out\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Repairing a mistake or misunderstanding\", \"rationale\": \"So here, I thought maybe just observing what my partner was thinking would be easier for both of us. So I asked my partner to just go ahead and draw what they thought was the correct route. I assume my partner was trying to figure out what is the correct route, so I just initiated a plan so that we can figure this out.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 54, "step_index": 25}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 22], [29, 23], [29, 24], [30, 23], [30, 24], [30, 25], [30, 26], [31, 25], [31, 26], [31, 27], [31, 28], [32, 27], [32, 28], [32, 29], [33, 29], [33, 30], [34, 30], [34, 31], [35, 31], [35, 32], [36, 31], [36, 32], [36, 33], [37, 32], [37, 33], [38, 33], [38, 34], [39, 33], [39, 34], [40, 34], [41, 34], [41, 35], [42, 34], [42, 35], [43, 34], [43, 35], [44, 34], [44, 35], [49, 29], [49, 30], [50, 28], [50, 29], [50, 30], [50, 31], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:23:11.749086Z\n- action_type: message\n- message: I am sorry let me like summarize\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Something was unclear and we were working it out\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Repairing a mistake or misunderstanding\", \"rationale\": \"My first attempt did not work so I thought of another plan. I decided to break down each point so that my partner could understand better. So at this point I am telling my partner that I am going to provide a summarized information so that both of us can communicate better. I think my partner at this point was waiting for me to provide more information because we were not having a shared understanding. So I took this action because I thought I had to show some initiative to resolve the issue and minimize any waste of resources.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 56, "step_index": 26}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 22], [29, 23], [29, 24], [30, 23], [30, 24], [30, 25], [30, 26], [31, 25], [31, 26], [31, 27], [31, 28], [32, 27], [32, 28], [32, 29], [33, 29], [33, 30], [34, 30], [34, 31], [35, 31], [35, 32], [36, 31], [36, 32], [36, 33], [37, 32], [37, 33], [38, 33], [38, 34], [39, 33], [39, 34], [40, 34], [41, 34], [41, 35], [42, 34], [42, 35], [43, 34], [43, 35], [44, 34], [44, 35], [49, 29], [49, 30], [50, 28], [50, 29], [50, 30], [50, 31], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:23:14.978745Z\n- action_type: message\n- message: plz give me one sec\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Something was unclear and we were working it out\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Repairing a mistake or misunderstanding\", \"rationale\": \"My first attempt did not work so I thought of another plan. I decided to break down each point so that my partner could understand better. So at this point I am telling my partner that I am going to provide a summarized information so that both of us can communicate better. I think my partner at this point was waiting for me to provide more information because we were not having a shared understanding. So I took this action because I thought I had to show some initiative to resolve the issue and minimize any waste of resources.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 57, "step_index": 27}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 22], [29, 23], [29, 24], [30, 23], [30, 24], [30, 25], [30, 26], [31, 25], [31, 26], [31, 27], [31, 28], [32, 27], [32, 28], [32, 29], [33, 29], [33, 30], [34, 30], [34, 31], [35, 31], [35, 32], [36, 31], [36, 32], [36, 33], [37, 32], [37, 33], [38, 33], [38, 34], [39, 33], [39, 34], [40, 34], [41, 34], [41, 35], [42, 34], [42, 35], [43, 34], [43, 35], [44, 34], [44, 35], [49, 29], [49, 30], [50, 28], [50, 29], [50, 30], [50, 31], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:23:41.274735Z\n- action_type: message\n- message: - point a: in between volcano and forest in the middle\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"So my plan was breaking down the route to four to five different points. I thought that was easier than describing the route with vague language. Also, the route is a line that has the turning points that creates curves. So I provided different points so that my partner could understand better and my partner was waiting for more information to come. And I was doing this to make things more efficient and I wanted to clarify things so that my partner could understand better. I wanted to make my language more objective and clearer. Improving communication\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 60, "step_index": 28}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 22], [29, 23], [29, 24], [29, 29], [29, 30], [30, 23], [30, 24], [30, 25], [30, 26], [30, 29], [30, 30], [30, 31], [31, 25], [31, 26], [31, 27], [31, 28], [31, 29], [31, 30], [31, 31], [32, 27], [32, 28], [32, 29], [33, 29], [33, 30], [34, 30], [34, 31], [35, 31], [35, 32], [36, 31], [36, 32], [36, 33], [37, 32], [37, 33], [38, 33], [38, 34], [39, 33], [39, 34], [40, 34], [41, 34], [41, 35], [42, 34], [42, 35], [43, 34], [43, 35], [44, 34], [44, 35], [49, 29], [49, 30], [50, 28], [50, 29], [50, 30], [50, 31], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:23:53.694259Z\n- action_type: message\n- message: - point b: move a little to the further right\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"So my plan was breaking down the route to four to five different points. I thought that was easier than describing the route with vague language. Also, the route is a line that has the turning points that creates curves. So I provided different points so that my partner could understand better and my partner was waiting for more information to come. And I was doing this to make things more efficient and I wanted to clarify things so that my partner could understand better. I wanted to make my language more objective and clearer. Improving communication\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 62, "step_index": 29}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 22], [29, 23], [29, 24], [29, 29], [29, 30], [30, 23], [30, 24], [30, 25], [30, 26], [30, 29], [30, 30], [30, 31], [31, 25], [31, 26], [31, 27], [31, 28], [31, 29], [31, 30], [31, 31], [32, 27], [32, 28], [32, 29], [33, 29], [33, 30], [34, 30], [34, 31], [35, 31], [35, 32], [36, 31], [36, 32], [36, 33], [37, 32], [37, 33], [38, 33], [38, 34], [39, 33], [39, 34], [40, 34], [41, 34], [41, 35], [42, 34], [42, 35], [43, 34], [43, 35], [44, 34], [44, 35], [49, 29], [49, 30], [50, 28], [50, 29], [50, 30], [50, 31], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:24:18.597052Z\n- action_type: message\n- message: - point c: go straight downward toward the pyramid\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"So my plan was breaking down the route to four to five different points. I thought that was easier than describing the route with vague language. Also, the route is a line that has the turning points that creates curves. So I provided different points so that my partner could understand better and my partner was waiting for more information to come. And I was doing this to make things more efficient and I wanted to clarify things so that my partner could understand better. I wanted to make my language more objective and clearer. Improving communication\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 63, "step_index": 30}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 22], [29, 23], [29, 24], [29, 29], [29, 30], [30, 23], [30, 24], [30, 25], [30, 26], [30, 29], [30, 30], [30, 31], [31, 25], [31, 26], [31, 27], [31, 28], [31, 29], [31, 30], [31, 31], [32, 27], [32, 28], [32, 29], [33, 29], [33, 30], [34, 30], [34, 31], [35, 31], [35, 32], [36, 31], [36, 32], [36, 33], [37, 32], [37, 33], [38, 33], [38, 34], [39, 33], [39, 34], [40, 34], [41, 34], [41, 35], [42, 34], [42, 35], [43, 34], [43, 35], [44, 34], [44, 35], [49, 29], [49, 30], [50, 28], [50, 29], [50, 30], [50, 31], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:24:27.128266Z\n- action_type: message\n- message: - point d: go to the right side of pyramid\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"So my plan was breaking down the route to four to five different points. I thought that was easier than describing the route with vague language. Also, the route is a line that has the turning points that creates curves. So I provided different points so that my partner could understand better and my partner was waiting for more information to come. And I was doing this to make things more efficient and I wanted to clarify things so that my partner could understand better. I wanted to make my language more objective and clearer. Improving communication\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 64, "step_index": 31}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 22], [29, 23], [29, 24], [29, 29], [29, 30], [30, 23], [30, 24], [30, 25], [30, 26], [30, 29], [30, 30], [30, 31], [31, 25], [31, 26], [31, 27], [31, 28], [31, 29], [31, 30], [31, 31], [32, 27], [32, 28], [32, 29], [33, 29], [33, 30], [34, 30], [34, 31], [35, 31], [35, 32], [36, 31], [36, 32], [36, 33], [37, 32], [37, 33], [38, 33], [38, 34], [39, 33], [39, 34], [40, 34], [41, 34], [41, 35], [42, 34], [42, 35], [43, 34], [43, 35], [44, 34], [44, 35], [49, 29], [49, 30], [50, 28], [50, 29], [50, 30], [50, 31], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:24:33.712404Z\n- action_type: message\n- message: - point e: go below the pyramid\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"So my plan was breaking down the route to four to five different points. I thought that was easier than describing the route with vague language. Also, the route is a line that has the turning points that creates curves. So I provided different points so that my partner could understand better and my partner was waiting for more information to come. And I was doing this to make things more efficient and I wanted to clarify things so that my partner could understand better. I wanted to make my language more objective and clearer. Improving communication\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 65, "step_index": 32}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 22], [29, 23], [29, 24], [29, 29], [29, 30], [30, 23], [30, 24], [30, 25], [30, 26], [30, 29], [30, 30], [30, 31], [31, 25], [31, 26], [31, 27], [31, 28], [31, 29], [31, 30], [31, 31], [32, 27], [32, 28], [32, 29], [33, 29], [33, 30], [34, 30], [34, 31], [35, 31], [35, 32], [36, 31], [36, 32], [36, 33], [37, 32], [37, 33], [38, 33], [38, 34], [39, 33], [39, 34], [40, 34], [41, 34], [41, 35], [42, 34], [42, 35], [43, 34], [43, 35], [44, 34], [44, 35], [49, 29], [49, 30], [50, 28], [50, 29], [50, 30], [50, 31], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:24:46.874247Z\n- action_type: message\n- message: A is great!\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"So my plan worked better and I was really glad that my partner eventually marked the point and also they got it right, so I was really happy. So I was trying to provide confirmation that they did great by saying \\\"A is great\\\" here. I think my partner was trying to figure out the correct route while trying to follow what I was describing. I did this to encourage my partner and also I think the route there so far was a progress, so I wanted to move forward from here.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 66, "step_index": 33}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 22], [29, 23], [29, 24], [29, 29], [29, 30], [30, 23], [30, 24], [30, 25], [30, 26], [30, 29], [30, 30], [30, 31], [31, 25], [31, 26], [31, 27], [31, 28], [31, 29], [31, 30], [31, 31], [32, 27], [32, 28], [32, 29], [33, 29], [49, 29], [49, 30], [50, 28], [50, 29], [50, 30], [50, 31], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:25:15.333670Z\n- action_type: message\n- message: Yes correct!\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Confirming the situation with my partner\", \"rationale\": \"So we agreed on that A was correct. My partner wanted to see if they could have more information and clarification on the next point. So I answered their question. And I think my partner was trying to see if our understandings were aligning. And I did this to provide assertion.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 69, "step_index": 34}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 22], [29, 23], [29, 24], [29, 29], [29, 30], [30, 23], [30, 24], [30, 25], [30, 26], [30, 29], [30, 30], [30, 31], [31, 25], [31, 26], [31, 27], [31, 28], [31, 29], [31, 30], [31, 31], [32, 27], [32, 28], [32, 29], [33, 29], [33, 30], [34, 29], [34, 30], [35, 30], [35, 31], [36, 30], [36, 31], [37, 30], [37, 31], [38, 31], [38, 32], [39, 31], [39, 32], [40, 31], [40, 32], [41, 32], [42, 32], [43, 32], [43, 33], [44, 32], [44, 33], [45, 32], [45, 33], [46, 33], [47, 33], [48, 33], [49, 29], [49, 30], [49, 33], [50, 28], [50, 29], [50, 30], [50, 31], [50, 33], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 33], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [52, 33], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [54, 33], [55, 32], [55, 33], [56, 29], [56, 30], [56, 31], [56, 32], [56, 33], [57, 29], [57, 30], [57, 31]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:25:40.318202Z\n- action_type: message\n- message: Oop the direction is correct but b is like further right\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Something was unclear and we were working it out\", \"partner_intent\": \"Misunderstood and we were not aligned\", \"self_reasoning\": \"Grounding by sharing or requesting information to align\", \"rationale\": \"So my partner proceeded to the next part, but I was seeing a little bit of an error. So I was trying to provide more information and my partner was probably thinking that they were wrong, but I was only trying to correct it a little bit because they were doing well, but I just saw a little minor points to improve. So I did this to adjust the route a little bit and help my partner understand what I meant. I felt like I was not clear enough, so I was providing more details.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 73, "step_index": 35}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 22], [29, 23], [29, 24], [29, 29], [29, 30], [30, 23], [30, 24], [30, 25], [30, 26], [30, 29], [30, 30], [30, 31], [31, 25], [31, 26], [31, 27], [31, 28], [31, 29], [31, 30], [31, 31], [32, 27], [32, 28], [32, 29], [33, 29], [33, 30], [34, 29], [34, 30], [35, 30], [35, 31], [36, 30], [36, 31], [37, 30], [37, 31], [38, 31], [38, 32], [39, 31], [39, 32], [40, 31], [40, 32], [41, 32], [42, 32], [43, 32], [43, 33], [44, 32], [44, 33], [45, 32], [45, 33], [46, 33], [47, 33], [48, 33], [49, 29], [49, 30], [49, 33], [50, 28], [50, 29], [50, 30], [50, 31], [50, 33], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 33], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [52, 33], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [54, 33], [55, 32], [55, 33], [56, 29], [56, 30], [56, 31], [56, 32], [56, 33], [57, 29], [57, 30], [57, 31]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:25:45.653755Z\n- action_type: message\n- message: sorry about the confusion\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Something was unclear and we were working it out\", \"partner_intent\": \"Misunderstood and we were not aligned\", \"self_reasoning\": \"Grounding by sharing or requesting information to align\", \"rationale\": \"I was trying to apologize because I felt like the communication was not clear enough on my end.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 74, "step_index": 36}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 22], [29, 23], [29, 24], [29, 29], [29, 30], [30, 23], [30, 24], [30, 25], [30, 26], [30, 29], [30, 30], [30, 31], [31, 25], [31, 26], [31, 27], [31, 28], [31, 29], [31, 30], [31, 31], [32, 27], [32, 28], [32, 29], [33, 29], [33, 30], [34, 29], [34, 30], [49, 29], [49, 30], [50, 28], [50, 29], [50, 30], [50, 31], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:25:52.208581Z\n- action_type: message\n- message: Almost like D\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Something was unclear and we were working it out\", \"partner_intent\": \"Misunderstood and we were not aligned\", \"self_reasoning\": \"Grounding by sharing or requesting information to align\", \"rationale\": \"I was just providing more information using alphabet letters. I thought that would be easier to communicate.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 76, "step_index": 37}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 22], [29, 23], [29, 24], [29, 29], [29, 30], [30, 23], [30, 24], [30, 25], [30, 26], [30, 29], [30, 30], [30, 31], [31, 25], [31, 26], [31, 27], [31, 28], [31, 29], [31, 30], [31, 31], [32, 27], [32, 28], [32, 29], [33, 29], [33, 30], [34, 29], [34, 30], [49, 29], [49, 30], [50, 28], [50, 29], [50, 30], [50, 31], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:25:54.387749Z\n- action_type: message\n- message: shape\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Something was unclear and we were working it out\", \"partner_intent\": \"Misunderstood and we were not aligned\", \"self_reasoning\": \"Grounding by sharing or requesting information to align\", \"rationale\": \"I was just providing more information using alphabet letters. I thought that would be easier to communicate.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 77, "step_index": 38}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 22], [29, 23], [29, 24], [29, 29], [29, 30], [30, 23], [30, 24], [30, 25], [30, 26], [30, 29], [30, 30], [30, 31], [31, 25], [31, 26], [31, 27], [31, 28], [31, 29], [31, 30], [31, 31], [32, 27], [32, 28], [32, 29], [33, 29], [33, 30], [34, 30], [34, 31], [35, 30], [35, 31], [36, 31], [36, 32], [37, 31], [37, 32], [38, 32], [38, 33], [39, 32], [39, 33], [40, 33], [40, 34], [41, 33], [41, 34], [42, 33], [42, 34], [43, 34], [44, 34], [44, 35], [45, 34], [45, 35], [46, 34], [46, 35], [47, 34], [47, 35], [48, 34], [48, 35], [49, 29], [49, 30], [49, 34], [49, 35], [50, 28], [50, 29], [50, 30], [50, 31], [50, 34], [50, 35], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 34], [51, 35], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [52, 34], [52, 35], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 34], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [54, 33], [54, 34], [55, 33], [55, 34], [56, 31], [56, 32], [56, 33], [57, 29], [57, 30], [57, 31], [57, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:26:39.034107Z\n- action_type: message\n- message: It's good! I think we can move on\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n- [2026-05-08T17:26:09.366492Z] follower | action_type=message\n  message: No you are amazing! How about now?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Confirming the situation with my partner\", \"rationale\": \"So I saw the progress and it was good so I wanted to move on before we both of us start feeling frustrated and I thought we did make a progress so I wanted to move forward. I still saw that there was a minor error to fix but I thought this was good. I think my partner was a little unclear if everything was okay at this point so I wanted to provide confirmation and encouragement by doing this.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 82, "step_index": 39}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 22], [29, 23], [29, 24], [29, 29], [29, 30], [30, 23], [30, 24], [30, 25], [30, 26], [30, 29], [30, 30], [30, 31], [31, 25], [31, 26], [31, 27], [31, 28], [31, 29], [31, 30], [31, 31], [32, 27], [32, 28], [32, 29], [33, 29], [33, 30], [34, 30], [34, 31], [35, 30], [35, 31], [36, 31], [36, 32], [37, 31], [37, 32], [38, 32], [38, 33], [39, 32], [39, 33], [40, 33], [40, 34], [41, 33], [41, 34], [42, 33], [42, 34], [43, 34], [44, 34], [44, 35], [45, 34], [45, 35], [46, 34], [46, 35], [47, 34], [47, 35], [48, 34], [48, 35], [49, 29], [49, 30], [49, 34], [49, 35], [50, 28], [50, 29], [50, 30], [50, 31], [50, 34], [50, 35], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 34], [51, 35], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [52, 34], [52, 35], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 34], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [54, 33], [54, 34], [55, 33], [55, 34], [56, 31], [56, 32], [56, 33], [57, 29], [57, 30], [57, 31], [57, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:27:20.391219Z\n- action_type: message\n- message: Of course! Thank you to you too\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n- [2026-05-08T17:26:09.366492Z] follower | action_type=message\n  message: No you are amazing! How about now?\n- [2026-05-08T17:27:08.374000Z] follower | action_type=message\n  message: Yay thanks for your patience. let me know the next route!\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Other\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Other\", \"rationale\": \"We were thanking each other. I think my partner wanted to create a friendly environment and I was doing the same too because we were struggling a little bit right before. I also said thank you because I actually was grateful for her because I know the task is not easy and I also wanted to be friendly so that we can finish the further tasks without any hard feelings.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 84, "step_index": 40}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 22], [29, 23], [29, 24], [29, 29], [29, 30], [30, 23], [30, 24], [30, 25], [30, 26], [30, 29], [30, 30], [30, 31], [31, 25], [31, 26], [31, 27], [31, 28], [31, 29], [31, 30], [31, 31], [32, 27], [32, 28], [32, 29], [33, 29], [33, 30], [34, 30], [34, 31], [35, 30], [35, 31], [36, 31], [36, 32], [37, 31], [37, 32], [38, 32], [38, 33], [39, 32], [39, 33], [40, 33], [40, 34], [41, 33], [41, 34], [42, 33], [42, 34], [43, 34], [44, 34], [44, 35], [45, 34], [45, 35], [46, 34], [46, 35], [47, 34], [47, 35], [48, 34], [48, 35], [49, 29], [49, 30], [49, 34], [49, 35], [50, 28], [50, 29], [50, 30], [50, 31], [50, 34], [50, 35], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 34], [51, 35], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [52, 34], [52, 35], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 34], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [54, 33], [54, 34], [55, 33], [55, 34], [56, 31], [56, 32], [56, 33], [57, 29], [57, 30], [57, 31], [57, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:27:23.464269Z\n- action_type: message\n- message: From here\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n- [2026-05-08T17:26:09.366492Z] follower | action_type=message\n  message: No you are amazing! How about now?\n- [2026-05-08T17:27:08.374000Z] follower | action_type=message\n  message: Yay thanks for your patience. let me know the next route!\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Other\", \"rationale\": \"After we were talking about something less related to the task a little bit, I started working on drawing the route again. I think my partner was feeling okay at this point and I was the same, so I wanted to move on to the next thing to do from there.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 85, "step_index": 41}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 22], [29, 23], [29, 24], [30, 23], [30, 24], [30, 25], [30, 26], [31, 25], [31, 26], [31, 27], [31, 28], [32, 27], [32, 28], [32, 29], [33, 29], [33, 30], [34, 30], [34, 31], [35, 30], [35, 31], [36, 31], [36, 32], [37, 31], [37, 32], [38, 32], [38, 33], [39, 32], [39, 33], [40, 33], [40, 34], [41, 33], [41, 34], [42, 33], [42, 34], [43, 34], [44, 34], [44, 35], [45, 34], [45, 35], [46, 34], [46, 35], [47, 34], [47, 35], [48, 34], [48, 35], [49, 29], [49, 30], [49, 34], [49, 35], [50, 28], [50, 29], [50, 30], [50, 31], [50, 34], [50, 35], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 34], [51, 35], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [52, 34], [52, 35], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 34], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [54, 33], [54, 34], [55, 33], [55, 34], [56, 31], [56, 32], [56, 33], [57, 29], [57, 30], [57, 31], [57, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:27:37.318938Z\n- action_type: message\n- message: We are going upward to the forest on the left side of it\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n- [2026-05-08T17:26:09.366492Z] follower | action_type=message\n  message: No you are amazing! How about now?\n- [2026-05-08T17:27:08.374000Z] follower | action_type=message\n  message: Yay thanks for your patience. let me know the next route!\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"We were drawing the next route and I was providing more information. My partner was waiting for me to describe the next part so that they can draw the rest part of it. And I was trying to be detailed as possible so that we don't have to go through any confusion again.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 87, "step_index": 42}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 22], [29, 23], [29, 24], [30, 23], [30, 24], [30, 25], [30, 26], [31, 25], [31, 26], [31, 27], [31, 28], [32, 27], [32, 28], [32, 29], [33, 29], [33, 30], [34, 30], [34, 31], [35, 30], [35, 31], [36, 31], [36, 32], [37, 31], [37, 32], [38, 32], [38, 33], [39, 32], [39, 33], [40, 33], [40, 34], [41, 33], [41, 34], [42, 33], [42, 34], [43, 34], [44, 34], [44, 35], [45, 34], [45, 35], [46, 34], [46, 35], [47, 34], [47, 35], [48, 34], [48, 35], [49, 29], [49, 30], [49, 34], [49, 35], [50, 28], [50, 29], [50, 30], [50, 31], [50, 34], [50, 35], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 34], [51, 35], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [52, 34], [52, 35], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 34], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [54, 33], [54, 34], [55, 33], [55, 34], [56, 31], [56, 32], [56, 33], [57, 29], [57, 30], [57, 31], [57, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:27:52.334662Z\n- action_type: message\n- message: lmk if you have questions\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n- [2026-05-08T17:26:09.366492Z] follower | action_type=message\n  message: No you are amazing! How about now?\n- [2026-05-08T17:27:08.374000Z] follower | action_type=message\n  message: Yay thanks for your patience. let me know the next route!\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Probably understood our situation but I was not fully sure\", \"self_reasoning\": \"Confirming the situation with my partner\", \"rationale\": \"I told my partner that they can ask me any questions at this point after describing it for a while because I wanted to prevent any confusion in advance. And also it's important to communicate by asking questions and answering them. I think my partner at this point was trying to figure out what I meant and where to draw next and I took this action to communicate better as I stated before.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 88, "step_index": 43}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 22], [29, 23], [29, 24], [30, 23], [30, 24], [30, 25], [30, 26], [31, 25], [31, 26], [31, 27], [31, 28], [32, 27], [32, 28], [32, 29], [33, 29], [33, 30], [34, 30], [34, 31], [35, 30], [35, 31], [36, 31], [36, 32], [37, 31], [37, 32], [38, 32], [38, 33], [39, 32], [39, 33], [40, 33], [40, 34], [41, 33], [41, 34], [42, 33], [42, 34], [43, 34], [44, 34], [44, 35], [45, 34], [45, 35], [46, 34], [46, 35], [47, 34], [47, 35], [48, 34], [48, 35], [49, 29], [49, 30], [49, 34], [49, 35], [50, 28], [50, 29], [50, 30], [50, 31], [50, 34], [50, 35], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 34], [51, 35], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [52, 34], [52, 35], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 34], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [54, 33], [54, 34], [55, 33], [55, 34], [56, 31], [56, 32], [56, 33], [57, 29], [57, 30], [57, 31], [57, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:28:12.061258Z\n- action_type: message\n- message: Yes\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n- [2026-05-08T17:26:09.366492Z] follower | action_type=message\n  message: No you are amazing! How about now?\n- [2026-05-08T17:27:08.374000Z] follower | action_type=message\n  message: Yay thanks for your patience. let me know the next route!\n- [2026-05-08T17:28:08.065962Z] follower | action_type=message\n  message: okay so we are making a huge u turn around the pyramid to head to the left side of the forest\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Probably understood our situation but I was not fully sure\", \"self_reasoning\": \"Confirming the situation with my partner\", \"rationale\": \"My partner did ask me a question after I told them that they could ask any questions beforehand, so I answered and confirmed.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 90, "step_index": 44}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 22], [29, 23], [29, 24], [30, 23], [30, 24], [30, 25], [30, 26], [31, 25], [31, 26], [31, 27], [31, 28], [32, 27], [32, 28], [32, 29], [33, 29], [33, 30], [34, 30], [34, 31], [35, 30], [35, 31], [36, 31], [36, 32], [37, 31], [37, 32], [38, 32], [38, 33], [39, 32], [39, 33], [40, 33], [40, 34], [41, 17], [41, 18], [41, 33], [41, 34], [42, 17], [42, 18], [42, 33], [42, 34], [43, 18], [43, 34], [44, 18], [44, 19], [44, 34], [44, 35], [45, 18], [45, 19], [45, 34], [45, 35], [46, 19], [46, 20], [46, 34], [46, 35], [47, 19], [47, 20], [47, 21], [47, 34], [47, 35], [48, 20], [48, 21], [48, 34], [48, 35], [49, 21], [49, 22], [49, 29], [49, 30], [49, 34], [49, 35], [50, 21], [50, 22], [50, 28], [50, 29], [50, 30], [50, 31], [50, 34], [50, 35], [51, 22], [51, 23], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 34], [51, 35], [52, 23], [52, 24], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [52, 34], [52, 35], [53, 23], [53, 24], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 34], [54, 24], [54, 25], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [54, 33], [54, 34], [55, 24], [55, 25], [55, 26], [55, 33], [55, 34], [56, 26], [56, 27], [56, 31], [56, 32], [56, 33], [57, 27], [57, 28], [57, 29], [57, 30], [57, 31], [57, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:28:17.386487Z\n- action_type: message\n- message: There is no mid point form here\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n- [2026-05-08T17:26:09.366492Z] follower | action_type=message\n  message: No you are amazing! How about now?\n- [2026-05-08T17:27:08.374000Z] follower | action_type=message\n  message: Yay thanks for your patience. let me know the next route!\n- [2026-05-08T17:28:08.065962Z] follower | action_type=message\n  message: okay so we are making a huge u turn around the pyramid to head to the left side of the forest\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"Here I'm providing more details and I think my partner was waiting for more information. I did this to clarify what I meant.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 92, "step_index": 45}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 22], [29, 23], [29, 24], [30, 23], [30, 24], [30, 25], [30, 26], [31, 25], [31, 26], [31, 27], [31, 28], [32, 27], [32, 28], [32, 29], [33, 29], [33, 30], [34, 30], [34, 31], [35, 30], [35, 31], [36, 31], [36, 32], [37, 31], [37, 32], [38, 32], [38, 33], [39, 32], [39, 33], [40, 33], [40, 34], [41, 17], [41, 18], [41, 33], [41, 34], [42, 17], [42, 18], [42, 33], [42, 34], [43, 18], [43, 34], [44, 18], [44, 19], [44, 34], [44, 35], [45, 18], [45, 19], [45, 34], [45, 35], [46, 19], [46, 20], [46, 34], [46, 35], [47, 19], [47, 20], [47, 21], [47, 34], [47, 35], [48, 20], [48, 21], [48, 34], [48, 35], [49, 21], [49, 22], [49, 29], [49, 30], [49, 34], [49, 35], [50, 21], [50, 22], [50, 28], [50, 29], [50, 30], [50, 31], [50, 34], [50, 35], [51, 22], [51, 23], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 34], [51, 35], [52, 23], [52, 24], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [52, 34], [52, 35], [53, 23], [53, 24], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 34], [54, 24], [54, 25], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [54, 33], [54, 34], [55, 24], [55, 25], [55, 26], [55, 33], [55, 34], [56, 26], [56, 27], [56, 31], [56, 32], [56, 33], [57, 27], [57, 28], [57, 29], [57, 30], [57, 31], [57, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:28:21.003298Z\n- action_type: message\n- message: we are like almost detouring\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n- [2026-05-08T17:26:09.366492Z] follower | action_type=message\n  message: No you are amazing! How about now?\n- [2026-05-08T17:27:08.374000Z] follower | action_type=message\n  message: Yay thanks for your patience. let me know the next route!\n- [2026-05-08T17:28:08.065962Z] follower | action_type=message\n  message: okay so we are making a huge u turn around the pyramid to head to the left side of the forest\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"Here I'm providing more details and I think my partner was waiting for more information. I did this to clarify what I meant.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 93, "step_index": 46}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 22], [29, 23], [29, 24], [30, 23], [30, 24], [30, 25], [30, 26], [31, 25], [31, 26], [31, 27], [31, 28], [32, 27], [32, 28], [32, 29], [33, 29], [33, 30], [34, 30], [34, 31], [35, 30], [35, 31], [36, 31], [36, 32], [37, 31], [37, 32], [38, 32], [38, 33], [39, 32], [39, 33], [40, 33], [40, 34], [41, 17], [41, 18], [41, 33], [41, 34], [42, 17], [42, 18], [42, 33], [42, 34], [43, 18], [43, 34], [44, 18], [44, 19], [44, 34], [44, 35], [45, 18], [45, 19], [45, 34], [45, 35], [46, 19], [46, 20], [46, 34], [46, 35], [47, 19], [47, 20], [47, 21], [47, 34], [47, 35], [48, 20], [48, 21], [48, 34], [48, 35], [49, 21], [49, 22], [49, 29], [49, 30], [49, 34], [49, 35], [50, 21], [50, 22], [50, 28], [50, 29], [50, 30], [50, 31], [50, 34], [50, 35], [51, 22], [51, 23], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 34], [51, 35], [52, 23], [52, 24], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [52, 34], [52, 35], [53, 23], [53, 24], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 34], [54, 24], [54, 25], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [54, 33], [54, 34], [55, 24], [55, 25], [55, 26], [55, 33], [55, 34], [56, 26], [56, 27], [56, 31], [56, 32], [56, 33], [57, 27], [57, 28], [57, 29], [57, 30], [57, 31], [57, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:28:26.497495Z\n- action_type: message\n- message: yay\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n- [2026-05-08T17:26:09.366492Z] follower | action_type=message\n  message: No you are amazing! How about now?\n- [2026-05-08T17:27:08.374000Z] follower | action_type=message\n  message: Yay thanks for your patience. let me know the next route!\n- [2026-05-08T17:28:08.065962Z] follower | action_type=message\n  message: okay so we are making a huge u turn around the pyramid to head to the left side of the forest\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Confirming the situation with my partner\", \"rationale\": \"I saw what my partner drew and it was correct so I was trying to encourage my partner by saying \\\"yay\\\" also I wanted to confirm that we were doing well on the task\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 94, "step_index": 47}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 22], [29, 23], [29, 24], [30, 23], [30, 24], [30, 25], [30, 26], [31, 25], [31, 26], [31, 27], [31, 28], [32, 27], [32, 28], [32, 29], [33, 29], [33, 30], [34, 30], [34, 31], [35, 30], [35, 31], [36, 31], [36, 32], [37, 31], [37, 32], [38, 32], [38, 33], [39, 32], [39, 33], [40, 33], [40, 34], [41, 17], [41, 18], [41, 33], [41, 34], [42, 17], [42, 18], [42, 33], [42, 34], [43, 18], [43, 34], [44, 18], [44, 19], [44, 34], [44, 35], [45, 18], [45, 19], [45, 34], [45, 35], [46, 19], [46, 20], [46, 34], [46, 35], [47, 19], [47, 20], [47, 21], [47, 34], [47, 35], [48, 20], [48, 21], [48, 34], [48, 35], [49, 21], [49, 22], [49, 29], [49, 30], [49, 34], [49, 35], [50, 21], [50, 22], [50, 28], [50, 29], [50, 30], [50, 31], [50, 34], [50, 35], [51, 22], [51, 23], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 34], [51, 35], [52, 23], [52, 24], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [52, 34], [52, 35], [53, 23], [53, 24], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 34], [54, 24], [54, 25], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [54, 33], [54, 34], [55, 24], [55, 25], [55, 26], [55, 33], [55, 34], [56, 26], [56, 27], [56, 31], [56, 32], [56, 33], [57, 27], [57, 28], [57, 29], [57, 30], [57, 31], [57, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:28:28.746708Z\n- action_type: message\n- message: That was great\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n- [2026-05-08T17:26:09.366492Z] follower | action_type=message\n  message: No you are amazing! How about now?\n- [2026-05-08T17:27:08.374000Z] follower | action_type=message\n  message: Yay thanks for your patience. let me know the next route!\n- [2026-05-08T17:28:08.065962Z] follower | action_type=message\n  message: okay so we are making a huge u turn around the pyramid to head to the left side of the forest\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Confirming the situation with my partner\", \"rationale\": \"I saw what my partner drew and it was correct so I was trying to encourage my partner also I wanted to confirm that we were doing well on the task\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 95, "step_index": 48}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 22], [29, 23], [29, 24], [30, 23], [30, 24], [30, 25], [30, 26], [31, 25], [31, 26], [31, 27], [31, 28], [32, 27], [32, 28], [32, 29], [33, 29], [33, 30], [34, 30], [34, 31], [35, 30], [35, 31], [36, 31], [36, 32], [37, 31], [37, 32], [38, 32], [38, 33], [39, 32], [39, 33], [40, 33], [40, 34], [41, 17], [41, 18], [41, 33], [41, 34], [42, 17], [42, 18], [42, 33], [42, 34], [43, 18], [43, 34], [44, 18], [44, 19], [44, 34], [44, 35], [45, 18], [45, 19], [45, 34], [45, 35], [46, 19], [46, 20], [46, 34], [46, 35], [47, 19], [47, 20], [47, 21], [47, 34], [47, 35], [48, 20], [48, 21], [48, 34], [48, 35], [49, 21], [49, 22], [49, 29], [49, 30], [49, 34], [49, 35], [50, 21], [50, 22], [50, 28], [50, 29], [50, 30], [50, 31], [50, 34], [50, 35], [51, 22], [51, 23], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 34], [51, 35], [52, 23], [52, 24], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [52, 34], [52, 35], [53, 23], [53, 24], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 34], [54, 24], [54, 25], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [54, 33], [54, 34], [55, 24], [55, 25], [55, 26], [55, 33], [55, 34], [56, 26], [56, 27], [56, 31], [56, 32], [56, 33], [57, 27], [57, 28], [57, 29], [57, 30], [57, 31], [57, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:28:48.062378Z\n- action_type: message\n- message: Now we are going downward to the top of the igloo with a curve\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n- [2026-05-08T17:26:09.366492Z] follower | action_type=message\n  message: No you are amazing! How about now?\n- [2026-05-08T17:27:08.374000Z] follower | action_type=message\n  message: Yay thanks for your patience. let me know the next route!\n- [2026-05-08T17:28:08.065962Z] follower | action_type=message\n  message: okay so we are making a huge u turn around the pyramid to head to the left side of the forest\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"Here I'm moving on to the next route by providing descriptions to my partner. I think my partner was waiting for more information after just finishing up drawing the route. I did this to move forward with the task.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 96, "step_index": 49}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 22], [29, 23], [29, 24], [30, 23], [30, 24], [30, 25], [30, 26], [31, 25], [31, 26], [31, 27], [31, 28], [32, 27], [32, 28], [32, 29], [33, 29], [33, 30], [34, 30], [34, 31], [35, 30], [35, 31], [36, 31], [36, 32], [37, 31], [37, 32], [38, 32], [38, 33], [39, 32], [39, 33], [40, 33], [40, 34], [41, 13], [41, 14], [41, 15], [41, 16], [41, 17], [41, 18], [41, 33], [41, 34], [42, 11], [42, 12], [42, 13], [42, 14], [42, 17], [42, 18], [42, 33], [42, 34], [43, 10], [43, 11], [43, 12], [43, 18], [43, 34], [44, 9], [44, 10], [44, 11], [44, 18], [44, 19], [44, 34], [44, 35], [45, 9], [45, 10], [45, 18], [45, 19], [45, 34], [45, 35], [46, 8], [46, 9], [46, 19], [46, 20], [46, 34], [46, 35], [47, 8], [47, 9], [47, 19], [47, 20], [47, 21], [47, 34], [47, 35], [48, 8], [48, 20], [48, 21], [48, 34], [48, 35], [49, 21], [49, 22], [49, 29], [49, 30], [49, 34], [49, 35], [50, 21], [50, 22], [50, 28], [50, 29], [50, 30], [50, 31], [50, 34], [50, 35], [51, 22], [51, 23], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 34], [51, 35], [52, 23], [52, 24], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [52, 34], [52, 35], [53, 23], [53, 24], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 34], [54, 24], [54, 25], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [54, 33], [54, 34], [55, 24], [55, 25], [55, 26], [55, 33], [55, 34], [56, 26], [56, 27], [56, 31], [56, 32], [56, 33], [57, 27], [57, 28], [57, 29], [57, 30], [57, 31], [57, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:29:10.829554Z\n- action_type: message\n- message: Almost looks like an S shape was rotated 90 degrees counter clock wise\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n- [2026-05-08T17:26:09.366492Z] follower | action_type=message\n  message: No you are amazing! How about now?\n- [2026-05-08T17:27:08.374000Z] follower | action_type=message\n  message: Yay thanks for your patience. let me know the next route!\n- [2026-05-08T17:28:08.065962Z] follower | action_type=message\n  message: okay so we are making a huge u turn around the pyramid to head to the left side of the forest\n- [2026-05-08T17:29:05.768649Z] follower | action_type=message\n  message: okay let me try it out\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"I'm just providing more details here, nothing specific.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 99, "step_index": 50}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 22], [29, 23], [29, 24], [30, 23], [30, 24], [30, 25], [30, 26], [31, 25], [31, 26], [31, 27], [31, 28], [32, 27], [32, 28], [32, 29], [33, 29], [33, 30], [34, 30], [34, 31], [35, 30], [35, 31], [36, 31], [36, 32], [37, 31], [37, 32], [38, 32], [38, 33], [39, 32], [39, 33], [40, 33], [40, 34], [41, 13], [41, 14], [41, 15], [41, 16], [41, 17], [41, 18], [41, 33], [41, 34], [42, 11], [42, 12], [42, 13], [42, 14], [42, 17], [42, 18], [42, 33], [42, 34], [43, 10], [43, 11], [43, 12], [43, 18], [43, 34], [44, 9], [44, 10], [44, 11], [44, 18], [44, 19], [44, 34], [44, 35], [45, 9], [45, 10], [45, 18], [45, 19], [45, 34], [45, 35], [46, 8], [46, 9], [46, 19], [46, 20], [46, 34], [46, 35], [47, 8], [47, 9], [47, 19], [47, 20], [47, 21], [47, 34], [47, 35], [48, 8], [48, 20], [48, 21], [48, 34], [48, 35], [49, 21], [49, 22], [49, 29], [49, 30], [49, 34], [49, 35], [50, 21], [50, 22], [50, 28], [50, 29], [50, 30], [50, 31], [50, 34], [50, 35], [51, 22], [51, 23], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 34], [51, 35], [52, 23], [52, 24], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [52, 34], [52, 35], [53, 23], [53, 24], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 34], [54, 24], [54, 25], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [54, 33], [54, 34], [55, 24], [55, 25], [55, 26], [55, 33], [55, 34], [56, 26], [56, 27], [56, 31], [56, 32], [56, 33], [57, 27], [57, 28], [57, 29], [57, 30], [57, 31], [57, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:30:43.914389Z\n- action_type: message\n- message: It is good\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n- [2026-05-08T17:26:09.366492Z] follower | action_type=message\n  message: No you are amazing! How about now?\n- [2026-05-08T17:27:08.374000Z] follower | action_type=message\n  message: Yay thanks for your patience. let me know the next route!\n- [2026-05-08T17:28:08.065962Z] follower | action_type=message\n  message: okay so we are making a huge u turn around the pyramid to head to the left side of the forest\n- [2026-05-08T17:29:05.768649Z] follower | action_type=message\n  message: okay let me try it out\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"I saw what my partner drew and it was correct so I was trying to encourage my partner also I wanted to confirm that we were doing well on the task\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 100, "step_index": 51}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 22], [29, 23], [29, 24], [30, 23], [30, 24], [30, 25], [30, 26], [31, 25], [31, 26], [31, 27], [31, 28], [32, 27], [32, 28], [32, 29], [33, 29], [33, 30], [34, 30], [34, 31], [35, 30], [35, 31], [36, 31], [36, 32], [37, 31], [37, 32], [38, 32], [38, 33], [39, 32], [39, 33], [40, 33], [40, 34], [41, 13], [41, 14], [41, 15], [41, 16], [41, 17], [41, 33], [41, 34], [42, 11], [42, 12], [42, 13], [42, 14], [42, 16], [42, 17], [42, 18], [42, 33], [42, 34], [43, 10], [43, 11], [43, 12], [43, 17], [43, 18], [43, 34], [44, 9], [44, 10], [44, 11], [44, 18], [44, 19], [44, 34], [44, 35], [45, 9], [45, 10], [45, 18], [45, 19], [45, 34], [45, 35], [46, 8], [46, 9], [46, 19], [46, 20], [46, 34], [46, 35], [47, 8], [47, 9], [47, 19], [47, 20], [47, 21], [47, 34], [47, 35], [48, 8], [48, 20], [48, 21], [48, 34], [48, 35], [49, 21], [49, 22], [49, 29], [49, 30], [49, 34], [49, 35], [50, 21], [50, 22], [50, 28], [50, 29], [50, 30], [50, 31], [50, 34], [50, 35], [51, 22], [51, 23], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 34], [51, 35], [52, 23], [52, 24], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [52, 34], [52, 35], [53, 23], [53, 24], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 34], [54, 24], [54, 25], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [54, 33], [54, 34], [55, 24], [55, 25], [55, 26], [55, 33], [55, 34], [56, 26], [56, 27], [56, 31], [56, 32], [56, 33], [57, 27], [57, 28], [57, 29], [57, 30], [57, 31], [57, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:30:57.219413Z\n- action_type: message\n- message: Sorry the S shape appears when it is finished but we are close\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n- [2026-05-08T17:26:09.366492Z] follower | action_type=message\n  message: No you are amazing! How about now?\n- [2026-05-08T17:27:08.374000Z] follower | action_type=message\n  message: Yay thanks for your patience. let me know the next route!\n- [2026-05-08T17:28:08.065962Z] follower | action_type=message\n  message: okay so we are making a huge u turn around the pyramid to head to the left side of the forest\n- [2026-05-08T17:29:05.768649Z] follower | action_type=message\n  message: okay let me try it out\n- [2026-05-08T17:30:47.115928Z] follower | action_type=message\n  message: This is really helpful!\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"I'm just providing more details and clarification because I thought it might be confusing. My partner was working on the new route regardless of that.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 104, "step_index": 52}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 22], [29, 23], [29, 24], [30, 23], [30, 24], [30, 25], [30, 26], [31, 25], [31, 26], [31, 27], [31, 28], [32, 27], [32, 28], [32, 29], [33, 29], [33, 30], [34, 30], [34, 31], [35, 30], [35, 31], [36, 31], [36, 32], [37, 31], [37, 32], [38, 32], [38, 33], [39, 32], [39, 33], [40, 33], [40, 34], [41, 13], [41, 14], [41, 15], [41, 16], [41, 17], [41, 33], [41, 34], [42, 11], [42, 12], [42, 13], [42, 14], [42, 17], [42, 18], [42, 33], [42, 34], [43, 10], [43, 11], [43, 12], [43, 18], [43, 34], [44, 9], [44, 10], [44, 11], [44, 18], [44, 19], [44, 34], [44, 35], [45, 9], [45, 10], [45, 18], [45, 19], [45, 34], [45, 35], [46, 8], [46, 9], [46, 19], [46, 20], [46, 34], [46, 35], [47, 8], [47, 9], [47, 19], [47, 20], [47, 21], [47, 34], [47, 35], [48, 8], [48, 20], [48, 21], [48, 34], [48, 35], [49, 21], [49, 22], [49, 29], [49, 30], [49, 34], [49, 35], [50, 21], [50, 22], [50, 28], [50, 29], [50, 30], [50, 31], [50, 34], [50, 35], [51, 22], [51, 23], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 34], [51, 35], [52, 23], [52, 24], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [52, 34], [52, 35], [53, 23], [53, 24], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 34], [54, 24], [54, 25], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [54, 33], [54, 34], [55, 24], [55, 25], [55, 26], [55, 33], [55, 34], [56, 26], [56, 27], [56, 31], [56, 32], [56, 33], [57, 27], [57, 28], [57, 29], [57, 30], [57, 31], [57, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:31:23.509645Z\n- action_type: message\n- message: so from there we are going upward but with a curve to the finishing point\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n- [2026-05-08T17:26:09.366492Z] follower | action_type=message\n  message: No you are amazing! How about now?\n- [2026-05-08T17:27:08.374000Z] follower | action_type=message\n  message: Yay thanks for your patience. let me know the next route!\n- [2026-05-08T17:28:08.065962Z] follower | action_type=message\n  message: okay so we are making a huge u turn around the pyramid to head to the left side of the forest\n- [2026-05-08T17:29:05.768649Z] follower | action_type=message\n  message: okay let me try it out\n- [2026-05-08T17:30:47.115928Z] follower | action_type=message\n  message: This is really helpful!\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"We are working on the last part of the route and my partner was waiting for my further description because they just finished drawing and I did this to move forward with the task.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 107, "step_index": 53}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 22], [29, 23], [29, 24], [30, 23], [30, 24], [30, 25], [30, 26], [31, 25], [31, 26], [31, 27], [31, 28], [32, 27], [32, 28], [32, 29], [33, 29], [33, 30], [34, 30], [34, 31], [35, 30], [35, 31], [36, 31], [36, 32], [37, 31], [37, 32], [38, 32], [38, 33], [39, 32], [39, 33], [40, 33], [40, 34], [41, 13], [41, 14], [41, 15], [41, 16], [41, 17], [41, 33], [41, 34], [42, 11], [42, 12], [42, 13], [42, 14], [42, 17], [42, 18], [42, 33], [42, 34], [43, 10], [43, 11], [43, 12], [43, 18], [43, 34], [44, 9], [44, 10], [44, 11], [44, 18], [44, 19], [44, 34], [44, 35], [45, 9], [45, 10], [45, 18], [45, 19], [45, 34], [45, 35], [46, 8], [46, 9], [46, 19], [46, 20], [46, 34], [46, 35], [47, 8], [47, 9], [47, 19], [47, 20], [47, 21], [47, 34], [47, 35], [48, 8], [48, 20], [48, 21], [48, 34], [48, 35], [49, 21], [49, 22], [49, 29], [49, 30], [49, 34], [49, 35], [50, 21], [50, 22], [50, 28], [50, 29], [50, 30], [50, 31], [50, 34], [50, 35], [51, 22], [51, 23], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 34], [51, 35], [52, 23], [52, 24], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [52, 34], [52, 35], [53, 23], [53, 24], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 34], [54, 24], [54, 25], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [54, 33], [54, 34], [55, 24], [55, 25], [55, 26], [55, 33], [55, 34], [56, 26], [56, 27], [56, 31], [56, 32], [56, 33], [57, 27], [57, 28], [57, 29], [57, 30], [57, 31], [57, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:31:31.393042Z\n- action_type: message\n- message: The finishing point is below the suspension bridge\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n- [2026-05-08T17:26:09.366492Z] follower | action_type=message\n  message: No you are amazing! How about now?\n- [2026-05-08T17:27:08.374000Z] follower | action_type=message\n  message: Yay thanks for your patience. let me know the next route!\n- [2026-05-08T17:28:08.065962Z] follower | action_type=message\n  message: okay so we are making a huge u turn around the pyramid to head to the left side of the forest\n- [2026-05-08T17:29:05.768649Z] follower | action_type=message\n  message: okay let me try it out\n- [2026-05-08T17:30:47.115928Z] follower | action_type=message\n  message: This is really helpful!\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"We are working on the last part of the route and my partner was waiting for my further description because they just finished drawing and I did this to move forward with the task.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 108, "step_index": 54}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 22], [29, 23], [29, 24], [30, 23], [30, 24], [30, 25], [30, 26], [31, 4], [31, 25], [31, 26], [31, 27], [31, 28], [32, 4], [32, 27], [32, 28], [32, 29], [33, 4], [33, 29], [33, 30], [34, 3], [34, 4], [34, 30], [34, 31], [35, 3], [35, 4], [35, 30], [35, 31], [36, 3], [36, 4], [36, 31], [36, 32], [37, 3], [37, 4], [37, 31], [37, 32], [38, 3], [38, 4], [38, 32], [38, 33], [39, 3], [39, 4], [39, 32], [39, 33], [40, 3], [40, 4], [40, 33], [40, 34], [41, 3], [41, 4], [41, 13], [41, 14], [41, 15], [41, 16], [41, 17], [41, 33], [41, 34], [42, 4], [42, 11], [42, 12], [42, 13], [42, 14], [42, 17], [42, 18], [42, 33], [42, 34], [43, 4], [43, 5], [43, 10], [43, 11], [43, 12], [43, 18], [43, 34], [44, 4], [44, 5], [44, 9], [44, 10], [44, 11], [44, 18], [44, 19], [44, 34], [44, 35], [45, 4], [45, 5], [45, 9], [45, 10], [45, 18], [45, 19], [45, 34], [45, 35], [46, 5], [46, 6], [46, 8], [46, 9], [46, 19], [46, 20], [46, 34], [46, 35], [47, 5], [47, 6], [47, 8], [47, 9], [47, 19], [47, 20], [47, 21], [47, 34], [47, 35], [48, 6], [48, 7], [48, 8], [48, 9], [48, 20], [48, 21], [48, 34], [48, 35], [49, 21], [49, 22], [49, 29], [49, 30], [49, 34], [49, 35], [50, 21], [50, 22], [50, 28], [50, 29], [50, 30], [50, 31], [50, 34], [50, 35], [51, 22], [51, 23], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 34], [51, 35], [52, 23], [52, 24], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [52, 34], [52, 35], [53, 23], [53, 24], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 34], [54, 24], [54, 25], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [54, 33], [54, 34], [55, 24], [55, 25], [55, 26], [55, 33], [55, 34], [56, 26], [56, 27], [56, 31], [56, 32], [56, 33], [57, 27], [57, 28], [57, 29], [57, 30], [57, 31], [57, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:32:02.639243Z\n- action_type: message\n- message: It's good but can we move the finishing point to the right\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n- [2026-05-08T17:26:09.366492Z] follower | action_type=message\n  message: No you are amazing! How about now?\n- [2026-05-08T17:27:08.374000Z] follower | action_type=message\n  message: Yay thanks for your patience. let me know the next route!\n- [2026-05-08T17:28:08.065962Z] follower | action_type=message\n  message: okay so we are making a huge u turn around the pyramid to head to the left side of the forest\n- [2026-05-08T17:29:05.768649Z] follower | action_type=message\n  message: okay let me try it out\n- [2026-05-08T17:30:47.115928Z] follower | action_type=message\n  message: This is really helpful!\n- [2026-05-08T17:31:49.803341Z] follower | action_type=message\n  message: Does that look okay for you?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Probably understood our situation but I was not fully sure\", \"self_reasoning\": \"Grounding by sharing or requesting information to align\", \"rationale\": \"We are finishing up the route. My partner just drew a new route. I wanted to fix it a little bit, so I provided more information.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 111, "step_index": 55}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 22], [29, 23], [29, 24], [30, 23], [30, 24], [30, 25], [30, 26], [31, 25], [31, 26], [31, 27], [31, 28], [32, 27], [32, 28], [32, 29], [33, 29], [33, 30], [34, 30], [34, 31], [35, 30], [35, 31], [36, 31], [36, 32], [37, 31], [37, 32], [38, 32], [38, 33], [39, 32], [39, 33], [40, 33], [40, 34], [41, 13], [41, 14], [41, 15], [41, 16], [41, 17], [41, 33], [41, 34], [42, 11], [42, 12], [42, 13], [42, 14], [42, 17], [42, 18], [42, 33], [42, 34], [43, 10], [43, 11], [43, 12], [43, 18], [43, 34], [44, 9], [44, 10], [44, 11], [44, 18], [44, 19], [44, 34], [44, 35], [45, 9], [45, 10], [45, 18], [45, 19], [45, 34], [45, 35], [46, 8], [46, 9], [46, 19], [46, 20], [46, 34], [46, 35], [47, 8], [47, 9], [47, 19], [47, 20], [47, 21], [47, 34], [47, 35], [48, 8], [48, 20], [48, 21], [48, 34], [48, 35], [49, 21], [49, 22], [49, 29], [49, 30], [49, 34], [49, 35], [50, 21], [50, 22], [50, 28], [50, 29], [50, 30], [50, 31], [50, 34], [50, 35], [51, 22], [51, 23], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 34], [51, 35], [52, 23], [52, 24], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [52, 34], [52, 35], [53, 23], [53, 24], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 34], [54, 24], [54, 25], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [54, 33], [54, 34], [55, 24], [55, 25], [55, 26], [55, 33], [55, 34], [56, 26], [56, 27], [56, 31], [56, 32], [56, 33], [57, 27], [57, 28], [57, 29], [57, 30], [57, 31], [57, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:32:12.286433Z\n- action_type: message\n- message: almost like below the letter b\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n- [2026-05-08T17:26:09.366492Z] follower | action_type=message\n  message: No you are amazing! How about now?\n- [2026-05-08T17:27:08.374000Z] follower | action_type=message\n  message: Yay thanks for your patience. let me know the next route!\n- [2026-05-08T17:28:08.065962Z] follower | action_type=message\n  message: okay so we are making a huge u turn around the pyramid to head to the left side of the forest\n- [2026-05-08T17:29:05.768649Z] follower | action_type=message\n  message: okay let me try it out\n- [2026-05-08T17:30:47.115928Z] follower | action_type=message\n  message: This is really helpful!\n- [2026-05-08T17:31:49.803341Z] follower | action_type=message\n  message: Does that look okay for you?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Probably understood our situation but I was not fully sure\", \"self_reasoning\": \"Grounding by sharing or requesting information to align\", \"rationale\": \"We are finishing up the route. My partner just drew a new route. I wanted to fix it a little bit, so I provided more information.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 113, "step_index": 56}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 22], [29, 23], [29, 24], [30, 23], [30, 24], [30, 25], [30, 26], [31, 25], [31, 26], [31, 27], [31, 28], [32, 27], [32, 28], [32, 29], [33, 29], [33, 30], [34, 30], [34, 31], [35, 30], [35, 31], [36, 31], [36, 32], [37, 31], [37, 32], [38, 32], [38, 33], [39, 32], [39, 33], [40, 33], [40, 34], [41, 33], [41, 34], [42, 33], [42, 34], [43, 34], [44, 19], [44, 34], [44, 35], [45, 18], [45, 19], [45, 34], [45, 35], [46, 9], [46, 19], [46, 20], [46, 34], [46, 35], [47, 9], [47, 19], [47, 20], [47, 21], [47, 34], [47, 35], [48, 20], [48, 21], [48, 34], [48, 35], [49, 21], [49, 22], [49, 29], [49, 30], [49, 34], [49, 35], [50, 21], [50, 22], [50, 28], [50, 29], [50, 30], [50, 31], [50, 34], [50, 35], [51, 22], [51, 23], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 34], [51, 35], [52, 23], [52, 24], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [52, 34], [52, 35], [53, 23], [53, 24], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 34], [54, 24], [54, 25], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [54, 33], [54, 34], [55, 24], [55, 25], [55, 26], [55, 33], [55, 34], [56, 26], [56, 27], [56, 31], [56, 32], [56, 33], [57, 27], [57, 28], [57, 29], [57, 30], [57, 31], [57, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:33:09.981000Z\n- action_type: message\n- message: I am sorry but can we go a little more upward next to the forest\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n- [2026-05-08T17:26:09.366492Z] follower | action_type=message\n  message: No you are amazing! How about now?\n- [2026-05-08T17:27:08.374000Z] follower | action_type=message\n  message: Yay thanks for your patience. let me know the next route!\n- [2026-05-08T17:28:08.065962Z] follower | action_type=message\n  message: okay so we are making a huge u turn around the pyramid to head to the left side of the forest\n- [2026-05-08T17:29:05.768649Z] follower | action_type=message\n  message: okay let me try it out\n- [2026-05-08T17:30:47.115928Z] follower | action_type=message\n  message: This is really helpful!\n- [2026-05-08T17:31:49.803341Z] follower | action_type=message\n  message: Does that look okay for you?\n- [2026-05-08T17:33:00.897017Z] follower | action_type=message\n  message: was it too right?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Probably understood our situation but I was not fully sure\", \"self_reasoning\": \"Grounding by sharing or requesting information to align\", \"rationale\": \"We were finishing up the route and my partner accidentally raised a little more, so I was trying to provide more information. I think my partner was seeking clarification, so I was providing more details so that we have better understandings.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 122, "step_index": 57}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 22], [29, 23], [29, 24], [30, 23], [30, 24], [30, 25], [30, 26], [31, 25], [31, 26], [31, 27], [31, 28], [32, 27], [32, 28], [32, 29], [33, 29], [33, 30], [34, 30], [34, 31], [35, 30], [35, 31], [36, 31], [36, 32], [37, 31], [37, 32], [38, 32], [38, 33], [39, 32], [39, 33], [40, 33], [40, 34], [41, 33], [41, 34], [42, 33], [42, 34], [43, 34], [44, 12], [44, 13], [44, 14], [44, 15], [44, 16], [44, 17], [44, 18], [44, 19], [44, 34], [44, 35], [45, 10], [45, 11], [45, 12], [45, 13], [45, 14], [45, 15], [45, 16], [45, 17], [45, 18], [45, 19], [45, 34], [45, 35], [46, 8], [46, 9], [46, 10], [46, 11], [46, 19], [46, 20], [46, 34], [46, 35], [47, 8], [47, 9], [47, 19], [47, 20], [47, 21], [47, 34], [47, 35], [48, 7], [48, 8], [48, 20], [48, 21], [48, 34], [48, 35], [49, 21], [49, 22], [49, 29], [49, 30], [49, 34], [49, 35], [50, 21], [50, 22], [50, 28], [50, 29], [50, 30], [50, 31], [50, 34], [50, 35], [51, 22], [51, 23], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 34], [51, 35], [52, 23], [52, 24], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [52, 34], [52, 35], [53, 23], [53, 24], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 34], [54, 24], [54, 25], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [54, 33], [54, 34], [55, 24], [55, 25], [55, 26], [55, 33], [55, 34], [56, 26], [56, 27], [56, 31], [56, 32], [56, 33], [57, 27], [57, 28], [57, 29], [57, 30], [57, 31], [57, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:33:21.551357Z\n- action_type: message\n- message: Like whoop\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n- [2026-05-08T17:26:09.366492Z] follower | action_type=message\n  message: No you are amazing! How about now?\n- [2026-05-08T17:27:08.374000Z] follower | action_type=message\n  message: Yay thanks for your patience. let me know the next route!\n- [2026-05-08T17:28:08.065962Z] follower | action_type=message\n  message: okay so we are making a huge u turn around the pyramid to head to the left side of the forest\n- [2026-05-08T17:29:05.768649Z] follower | action_type=message\n  message: okay let me try it out\n- [2026-05-08T17:30:47.115928Z] follower | action_type=message\n  message: This is really helpful!\n- [2026-05-08T17:31:49.803341Z] follower | action_type=message\n  message: Does that look okay for you?\n- [2026-05-08T17:33:00.897017Z] follower | action_type=message\n  message: was it too right?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Probably understood our situation but I was not fully sure\", \"self_reasoning\": \"Grounding by sharing or requesting information to align\", \"rationale\": \"Here, I'm just providing more information. This is nothing specific.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 126, "step_index": 58}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 22], [29, 23], [29, 24], [30, 23], [30, 24], [30, 25], [30, 26], [31, 25], [31, 26], [31, 27], [31, 28], [32, 27], [32, 28], [32, 29], [33, 29], [33, 30], [34, 30], [34, 31], [35, 30], [35, 31], [36, 31], [36, 32], [37, 31], [37, 32], [38, 32], [38, 33], [39, 32], [39, 33], [40, 33], [40, 34], [41, 33], [41, 34], [42, 33], [42, 34], [43, 34], [44, 12], [44, 13], [44, 14], [44, 15], [44, 16], [44, 17], [44, 18], [44, 34], [44, 35], [45, 10], [45, 11], [45, 12], [45, 13], [45, 15], [45, 16], [45, 17], [45, 18], [45, 19], [45, 34], [45, 35], [46, 9], [46, 10], [46, 11], [46, 18], [46, 19], [46, 20], [46, 34], [46, 35], [47, 8], [47, 9], [47, 10], [47, 19], [47, 20], [47, 21], [47, 34], [47, 35], [48, 8], [48, 9], [48, 20], [48, 21], [48, 34], [48, 35], [49, 21], [49, 22], [49, 29], [49, 30], [49, 34], [49, 35], [50, 21], [50, 22], [50, 28], [50, 29], [50, 30], [50, 31], [50, 34], [50, 35], [51, 22], [51, 23], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 34], [51, 35], [52, 23], [52, 24], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [52, 34], [52, 35], [53, 23], [53, 24], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 34], [54, 24], [54, 25], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [54, 33], [54, 34], [55, 24], [55, 25], [55, 26], [55, 33], [55, 34], [56, 26], [56, 27], [56, 31], [56, 32], [56, 33], [57, 27], [57, 28], [57, 29], [57, 30], [57, 31], [57, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:33:46.049289Z\n- action_type: message\n- message: Yes but with a little more pointy curve\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n- [2026-05-08T17:26:09.366492Z] follower | action_type=message\n  message: No you are amazing! How about now?\n- [2026-05-08T17:27:08.374000Z] follower | action_type=message\n  message: Yay thanks for your patience. let me know the next route!\n- [2026-05-08T17:28:08.065962Z] follower | action_type=message\n  message: okay so we are making a huge u turn around the pyramid to head to the left side of the forest\n- [2026-05-08T17:29:05.768649Z] follower | action_type=message\n  message: okay let me try it out\n- [2026-05-08T17:30:47.115928Z] follower | action_type=message\n  message: This is really helpful!\n- [2026-05-08T17:31:49.803341Z] follower | action_type=message\n  message: Does that look okay for you?\n- [2026-05-08T17:33:00.897017Z] follower | action_type=message\n  message: was it too right?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Something was unclear and we were working it out\", \"partner_intent\": \"Misunderstood and we were not aligned\", \"self_reasoning\": \"Repairing a mistake or misunderstanding\", \"rationale\": \"We were drawing a curved route and I wanted to emphasize that the curve could be a little higher to the top. So I started explaining. I think my partner was trying to understand what I meant. I was trying to explain better, but I was really not sure which language or expression would work better for them.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 130, "step_index": 59}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 22], [29, 23], [29, 24], [30, 23], [30, 24], [30, 25], [30, 26], [31, 25], [31, 26], [31, 27], [31, 28], [32, 27], [32, 28], [32, 29], [33, 29], [33, 30], [34, 30], [34, 31], [35, 30], [35, 31], [36, 31], [36, 32], [37, 31], [37, 32], [38, 32], [38, 33], [39, 32], [39, 33], [40, 33], [40, 34], [41, 33], [41, 34], [42, 33], [42, 34], [43, 34], [44, 12], [44, 13], [44, 14], [44, 15], [44, 16], [44, 17], [44, 18], [44, 34], [44, 35], [45, 10], [45, 11], [45, 12], [45, 13], [45, 15], [45, 16], [45, 17], [45, 18], [45, 19], [45, 34], [45, 35], [46, 9], [46, 10], [46, 11], [46, 18], [46, 19], [46, 20], [46, 34], [46, 35], [47, 8], [47, 9], [47, 10], [47, 19], [47, 20], [47, 21], [47, 34], [47, 35], [48, 8], [48, 9], [48, 20], [48, 21], [48, 34], [48, 35], [49, 21], [49, 22], [49, 29], [49, 30], [49, 34], [49, 35], [50, 21], [50, 22], [50, 28], [50, 29], [50, 30], [50, 31], [50, 34], [50, 35], [51, 22], [51, 23], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 34], [51, 35], [52, 23], [52, 24], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [52, 34], [52, 35], [53, 23], [53, 24], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 34], [54, 24], [54, 25], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [54, 33], [54, 34], [55, 24], [55, 25], [55, 26], [55, 33], [55, 34], [56, 26], [56, 27], [56, 31], [56, 32], [56, 33], [57, 27], [57, 28], [57, 29], [57, 30], [57, 31], [57, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:33:57.822720Z\n- action_type: message\n- message: like a casper the ghost's head\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n- [2026-05-08T17:26:09.366492Z] follower | action_type=message\n  message: No you are amazing! How about now?\n- [2026-05-08T17:27:08.374000Z] follower | action_type=message\n  message: Yay thanks for your patience. let me know the next route!\n- [2026-05-08T17:28:08.065962Z] follower | action_type=message\n  message: okay so we are making a huge u turn around the pyramid to head to the left side of the forest\n- [2026-05-08T17:29:05.768649Z] follower | action_type=message\n  message: okay let me try it out\n- [2026-05-08T17:30:47.115928Z] follower | action_type=message\n  message: This is really helpful!\n- [2026-05-08T17:31:49.803341Z] follower | action_type=message\n  message: Does that look okay for you?\n- [2026-05-08T17:33:00.897017Z] follower | action_type=message\n  message: was it too right?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Something was unclear and we were working it out\", \"partner_intent\": \"Misunderstood and we were not aligned\", \"self_reasoning\": \"Grounding by sharing or requesting information to align\", \"rationale\": \"We were still tweaking the curve, and I thought my partner was a little confused by my explanation, so I was trying to provide more details by using a visual cue.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 131, "step_index": 60}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 22], [29, 23], [29, 24], [30, 23], [30, 24], [30, 25], [30, 26], [31, 25], [31, 26], [31, 27], [31, 28], [32, 27], [32, 28], [32, 29], [33, 29], [33, 30], [34, 30], [34, 31], [35, 30], [35, 31], [36, 31], [36, 32], [37, 31], [37, 32], [38, 32], [38, 33], [39, 32], [39, 33], [40, 33], [40, 34], [41, 33], [41, 34], [42, 33], [42, 34], [43, 34], [44, 12], [44, 13], [44, 14], [44, 15], [44, 16], [44, 17], [44, 18], [44, 34], [44, 35], [45, 10], [45, 11], [45, 12], [45, 13], [45, 15], [45, 16], [45, 17], [45, 18], [45, 19], [45, 34], [45, 35], [46, 9], [46, 10], [46, 11], [46, 18], [46, 19], [46, 20], [46, 34], [46, 35], [47, 8], [47, 9], [47, 10], [47, 19], [47, 20], [47, 21], [47, 34], [47, 35], [48, 8], [48, 9], [48, 20], [48, 21], [48, 34], [48, 35], [49, 21], [49, 22], [49, 29], [49, 30], [49, 34], [49, 35], [50, 21], [50, 22], [50, 28], [50, 29], [50, 30], [50, 31], [50, 34], [50, 35], [51, 22], [51, 23], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 34], [51, 35], [52, 23], [52, 24], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [52, 34], [52, 35], [53, 23], [53, 24], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 34], [54, 24], [54, 25], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [54, 33], [54, 34], [55, 24], [55, 25], [55, 26], [55, 33], [55, 34], [56, 26], [56, 27], [56, 31], [56, 32], [56, 33], [57, 27], [57, 28], [57, 29], [57, 30], [57, 31], [57, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:34:20.726338Z\n- action_type: message\n- message: No no plz don't apologize lol drawing on a laptop is hard\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n- [2026-05-08T17:26:09.366492Z] follower | action_type=message\n  message: No you are amazing! How about now?\n- [2026-05-08T17:27:08.374000Z] follower | action_type=message\n  message: Yay thanks for your patience. let me know the next route!\n- [2026-05-08T17:28:08.065962Z] follower | action_type=message\n  message: okay so we are making a huge u turn around the pyramid to head to the left side of the forest\n- [2026-05-08T17:29:05.768649Z] follower | action_type=message\n  message: okay let me try it out\n- [2026-05-08T17:30:47.115928Z] follower | action_type=message\n  message: This is really helpful!\n- [2026-05-08T17:31:49.803341Z] follower | action_type=message\n  message: Does that look okay for you?\n- [2026-05-08T17:33:00.897017Z] follower | action_type=message\n  message: was it too right?\n- [2026-05-08T17:34:01.421831Z] follower | action_type=message\n  message: Sorry my drawing is too bad\n- [2026-05-08T17:34:10.184430Z] follower | action_type=message\n  message: Um pointy curve on which side do you mean?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Other\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Other\", \"rationale\": \"My partner apologized for the error so I felt bad and I didn't think that they did poorly so I wanted to let them know that this task was not easy and it's not their fault at all and I did this to encourage my partner.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 134, "step_index": 61}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 22], [29, 23], [29, 24], [30, 23], [30, 24], [30, 25], [30, 26], [31, 25], [31, 26], [31, 27], [31, 28], [32, 27], [32, 28], [32, 29], [33, 29], [33, 30], [34, 30], [34, 31], [35, 30], [35, 31], [36, 31], [36, 32], [37, 31], [37, 32], [38, 32], [38, 33], [39, 32], [39, 33], [40, 33], [40, 34], [41, 33], [41, 34], [42, 33], [42, 34], [43, 34], [44, 12], [44, 13], [44, 14], [44, 15], [44, 16], [44, 17], [44, 18], [44, 34], [44, 35], [45, 10], [45, 11], [45, 12], [45, 13], [45, 15], [45, 16], [45, 17], [45, 18], [45, 19], [45, 34], [45, 35], [46, 9], [46, 10], [46, 11], [46, 18], [46, 19], [46, 20], [46, 34], [46, 35], [47, 8], [47, 9], [47, 10], [47, 19], [47, 20], [47, 21], [47, 34], [47, 35], [48, 8], [48, 9], [48, 20], [48, 21], [48, 34], [48, 35], [49, 21], [49, 22], [49, 29], [49, 30], [49, 34], [49, 35], [50, 21], [50, 22], [50, 28], [50, 29], [50, 30], [50, 31], [50, 34], [50, 35], [51, 22], [51, 23], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 34], [51, 35], [52, 23], [52, 24], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [52, 34], [52, 35], [53, 23], [53, 24], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 34], [54, 24], [54, 25], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [54, 33], [54, 34], [55, 24], [55, 25], [55, 26], [55, 33], [55, 34], [56, 26], [56, 27], [56, 31], [56, 32], [56, 33], [57, 27], [57, 28], [57, 29], [57, 30], [57, 31], [57, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:34:36.024015Z\n- action_type: message\n- message: Um so now the curve is easy\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n- [2026-05-08T17:26:09.366492Z] follower | action_type=message\n  message: No you are amazing! How about now?\n- [2026-05-08T17:27:08.374000Z] follower | action_type=message\n  message: Yay thanks for your patience. let me know the next route!\n- [2026-05-08T17:28:08.065962Z] follower | action_type=message\n  message: okay so we are making a huge u turn around the pyramid to head to the left side of the forest\n- [2026-05-08T17:29:05.768649Z] follower | action_type=message\n  message: okay let me try it out\n- [2026-05-08T17:30:47.115928Z] follower | action_type=message\n  message: This is really helpful!\n- [2026-05-08T17:31:49.803341Z] follower | action_type=message\n  message: Does that look okay for you?\n- [2026-05-08T17:33:00.897017Z] follower | action_type=message\n  message: was it too right?\n- [2026-05-08T17:34:01.421831Z] follower | action_type=message\n  message: Sorry my drawing is too bad\n- [2026-05-08T17:34:10.184430Z] follower | action_type=message\n  message: Um pointy curve on which side do you mean?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Something was unclear and we were working it out\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Grounding by sharing or requesting information to align\", \"rationale\": \"i am providing more details because i felt like it was my fault that the communication was not easy i felt like i could be more clear on communication so i was trying to explain it a little better i think my partner was a little confused\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 135, "step_index": 62}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 22], [29, 23], [29, 24], [30, 23], [30, 24], [30, 25], [30, 26], [31, 25], [31, 26], [31, 27], [31, 28], [32, 27], [32, 28], [32, 29], [33, 29], [33, 30], [34, 30], [34, 31], [35, 30], [35, 31], [36, 31], [36, 32], [37, 31], [37, 32], [38, 32], [38, 33], [39, 32], [39, 33], [40, 33], [40, 34], [41, 33], [41, 34], [42, 33], [42, 34], [43, 34], [44, 12], [44, 13], [44, 14], [44, 15], [44, 16], [44, 17], [44, 18], [44, 19], [44, 34], [44, 35], [45, 10], [45, 11], [45, 12], [45, 13], [45, 15], [45, 16], [45, 17], [45, 18], [45, 19], [45, 34], [45, 35], [46, 9], [46, 10], [46, 11], [46, 18], [46, 19], [46, 20], [46, 34], [46, 35], [47, 8], [47, 9], [47, 10], [47, 19], [47, 20], [47, 21], [47, 34], [47, 35], [48, 8], [48, 9], [48, 20], [48, 21], [48, 34], [48, 35], [49, 21], [49, 22], [49, 29], [49, 30], [49, 34], [49, 35], [50, 21], [50, 22], [50, 28], [50, 29], [50, 30], [50, 31], [50, 34], [50, 35], [51, 22], [51, 23], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 34], [51, 35], [52, 23], [52, 24], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [52, 34], [52, 35], [53, 23], [53, 24], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 34], [54, 24], [54, 25], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [54, 33], [54, 34], [55, 24], [55, 25], [55, 26], [55, 33], [55, 34], [56, 26], [56, 27], [56, 31], [56, 32], [56, 33], [57, 27], [57, 28], [57, 29], [57, 30], [57, 31], [57, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:35:04.521745Z\n- action_type: message\n- message: No the curve toward the left side of the forest\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n- [2026-05-08T17:26:09.366492Z] follower | action_type=message\n  message: No you are amazing! How about now?\n- [2026-05-08T17:27:08.374000Z] follower | action_type=message\n  message: Yay thanks for your patience. let me know the next route!\n- [2026-05-08T17:28:08.065962Z] follower | action_type=message\n  message: okay so we are making a huge u turn around the pyramid to head to the left side of the forest\n- [2026-05-08T17:29:05.768649Z] follower | action_type=message\n  message: okay let me try it out\n- [2026-05-08T17:30:47.115928Z] follower | action_type=message\n  message: This is really helpful!\n- [2026-05-08T17:31:49.803341Z] follower | action_type=message\n  message: Does that look okay for you?\n- [2026-05-08T17:33:00.897017Z] follower | action_type=message\n  message: was it too right?\n- [2026-05-08T17:34:01.421831Z] follower | action_type=message\n  message: Sorry my drawing is too bad\n- [2026-05-08T17:34:10.184430Z] follower | action_type=message\n  message: Um pointy curve on which side do you mean?\n- [2026-05-08T17:34:53.367745Z] follower | action_type=message\n  message: oh do mean the curve on top of the igloo?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Something was unclear and we were working it out\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Grounding by sharing or requesting information to align\", \"rationale\": \"i am providing more details because i felt like it was my fault that the communication was not easy i felt like i could be more clear on communication so i was trying to explain it a little better i think my partner was a little confused\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 140, "step_index": 63}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 22], [29, 23], [29, 24], [30, 23], [30, 24], [30, 25], [30, 26], [31, 25], [31, 26], [31, 27], [31, 28], [32, 27], [32, 28], [32, 29], [33, 29], [33, 30], [34, 30], [34, 31], [35, 30], [35, 31], [36, 31], [36, 32], [37, 31], [37, 32], [38, 32], [38, 33], [39, 32], [39, 33], [40, 33], [40, 34], [41, 33], [41, 34], [42, 33], [42, 34], [43, 34], [44, 34], [44, 35], [45, 34], [45, 35], [46, 19], [46, 20], [46, 34], [46, 35], [47, 19], [47, 20], [47, 21], [47, 34], [47, 35], [48, 20], [48, 21], [48, 34], [48, 35], [49, 21], [49, 22], [49, 29], [49, 30], [49, 34], [49, 35], [50, 21], [50, 22], [50, 28], [50, 29], [50, 30], [50, 31], [50, 34], [50, 35], [51, 22], [51, 23], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 34], [51, 35], [52, 23], [52, 24], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [52, 34], [52, 35], [53, 23], [53, 24], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 34], [54, 24], [54, 25], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [54, 33], [54, 34], [55, 24], [55, 25], [55, 26], [55, 33], [55, 34], [56, 26], [56, 27], [56, 31], [56, 32], [56, 33], [57, 27], [57, 28], [57, 29], [57, 30], [57, 31], [57, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:35:12.869224Z\n- action_type: message\n- message: we need to move a little more upward\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n- [2026-05-08T17:26:09.366492Z] follower | action_type=message\n  message: No you are amazing! How about now?\n- [2026-05-08T17:27:08.374000Z] follower | action_type=message\n  message: Yay thanks for your patience. let me know the next route!\n- [2026-05-08T17:28:08.065962Z] follower | action_type=message\n  message: okay so we are making a huge u turn around the pyramid to head to the left side of the forest\n- [2026-05-08T17:29:05.768649Z] follower | action_type=message\n  message: okay let me try it out\n- [2026-05-08T17:30:47.115928Z] follower | action_type=message\n  message: This is really helpful!\n- [2026-05-08T17:31:49.803341Z] follower | action_type=message\n  message: Does that look okay for you?\n- [2026-05-08T17:33:00.897017Z] follower | action_type=message\n  message: was it too right?\n- [2026-05-08T17:34:01.421831Z] follower | action_type=message\n  message: Sorry my drawing is too bad\n- [2026-05-08T17:34:10.184430Z] follower | action_type=message\n  message: Um pointy curve on which side do you mean?\n- [2026-05-08T17:34:53.367745Z] follower | action_type=message\n  message: oh do mean the curve on top of the igloo?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Something was unclear and we were working it out\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Grounding by sharing or requesting information to align\", \"rationale\": \"i am providing more details because i felt like it was my fault that the communication was not easy i felt like i could be more clear on communication so i was trying to explain it a little better i think my partner was a little confused\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 142, "step_index": 64}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 22], [29, 23], [29, 24], [30, 23], [30, 24], [30, 25], [30, 26], [31, 25], [31, 26], [31, 27], [31, 28], [32, 27], [32, 28], [32, 29], [33, 29], [33, 30], [34, 30], [34, 31], [35, 30], [35, 31], [36, 31], [36, 32], [37, 31], [37, 32], [38, 32], [38, 33], [39, 32], [39, 33], [40, 13], [40, 14], [40, 15], [40, 33], [40, 34], [41, 11], [41, 12], [41, 13], [41, 14], [41, 15], [41, 16], [41, 17], [41, 33], [41, 34], [42, 11], [42, 12], [42, 17], [42, 18], [42, 33], [42, 34], [43, 11], [43, 18], [43, 19], [43, 34], [44, 10], [44, 11], [44, 18], [44, 19], [44, 34], [44, 35], [45, 10], [45, 11], [45, 19], [45, 20], [45, 34], [45, 35], [46, 10], [46, 11], [46, 19], [46, 20], [46, 34], [46, 35], [47, 10], [47, 19], [47, 20], [47, 21], [47, 34], [47, 35], [48, 9], [48, 10], [48, 20], [48, 21], [48, 34], [48, 35], [49, 9], [49, 10], [49, 21], [49, 22], [49, 29], [49, 30], [49, 34], [49, 35], [50, 21], [50, 22], [50, 28], [50, 29], [50, 30], [50, 31], [50, 34], [50, 35], [51, 22], [51, 23], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 34], [51, 35], [52, 23], [52, 24], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [52, 34], [52, 35], [53, 23], [53, 24], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 34], [54, 24], [54, 25], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [54, 33], [54, 34], [55, 24], [55, 25], [55, 26], [55, 33], [55, 34], [56, 26], [56, 27], [56, 31], [56, 32], [56, 33], [57, 27], [57, 28], [57, 29], [57, 30], [57, 31], [57, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:35:31.644028Z\n- action_type: message\n- message: YES\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n- [2026-05-08T17:26:09.366492Z] follower | action_type=message\n  message: No you are amazing! How about now?\n- [2026-05-08T17:27:08.374000Z] follower | action_type=message\n  message: Yay thanks for your patience. let me know the next route!\n- [2026-05-08T17:28:08.065962Z] follower | action_type=message\n  message: okay so we are making a huge u turn around the pyramid to head to the left side of the forest\n- [2026-05-08T17:29:05.768649Z] follower | action_type=message\n  message: okay let me try it out\n- [2026-05-08T17:30:47.115928Z] follower | action_type=message\n  message: This is really helpful!\n- [2026-05-08T17:31:49.803341Z] follower | action_type=message\n  message: Does that look okay for you?\n- [2026-05-08T17:33:00.897017Z] follower | action_type=message\n  message: was it too right?\n- [2026-05-08T17:34:01.421831Z] follower | action_type=message\n  message: Sorry my drawing is too bad\n- [2026-05-08T17:34:10.184430Z] follower | action_type=message\n  message: Um pointy curve on which side do you mean?\n- [2026-05-08T17:34:53.367745Z] follower | action_type=message\n  message: oh do mean the curve on top of the igloo?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"we were fixing the route that had a slightly smaller curve and we did succeed so i wanted to confirm that my partner did great my partner just finished drawing and i think my partner was waiting for the confirmation from me so i wanted to do that and also i wanted to encourage them\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 144, "step_index": 65}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 22], [29, 23], [29, 24], [30, 23], [30, 24], [30, 25], [30, 26], [31, 25], [31, 26], [31, 27], [31, 28], [32, 27], [32, 28], [32, 29], [33, 29], [33, 30], [34, 30], [34, 31], [35, 30], [35, 31], [36, 31], [36, 32], [37, 31], [37, 32], [38, 32], [38, 33], [39, 32], [39, 33], [40, 13], [40, 14], [40, 15], [40, 33], [40, 34], [41, 11], [41, 12], [41, 13], [41, 14], [41, 15], [41, 16], [41, 17], [41, 33], [41, 34], [42, 11], [42, 12], [42, 17], [42, 18], [42, 33], [42, 34], [43, 11], [43, 18], [43, 19], [43, 34], [44, 10], [44, 11], [44, 18], [44, 19], [44, 34], [44, 35], [45, 10], [45, 11], [45, 19], [45, 20], [45, 34], [45, 35], [46, 10], [46, 11], [46, 19], [46, 20], [46, 34], [46, 35], [47, 10], [47, 19], [47, 20], [47, 21], [47, 34], [47, 35], [48, 9], [48, 10], [48, 20], [48, 21], [48, 34], [48, 35], [49, 9], [49, 10], [49, 21], [49, 22], [49, 29], [49, 30], [49, 34], [49, 35], [50, 21], [50, 22], [50, 28], [50, 29], [50, 30], [50, 31], [50, 34], [50, 35], [51, 22], [51, 23], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 34], [51, 35], [52, 23], [52, 24], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [52, 34], [52, 35], [53, 23], [53, 24], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 34], [54, 24], [54, 25], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [54, 33], [54, 34], [55, 24], [55, 25], [55, 26], [55, 33], [55, 34], [56, 26], [56, 27], [56, 31], [56, 32], [56, 33], [57, 27], [57, 28], [57, 29], [57, 30], [57, 31], [57, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:35:39.148870Z\n- action_type: message\n- message: Fantastic\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n- [2026-05-08T17:26:09.366492Z] follower | action_type=message\n  message: No you are amazing! How about now?\n- [2026-05-08T17:27:08.374000Z] follower | action_type=message\n  message: Yay thanks for your patience. let me know the next route!\n- [2026-05-08T17:28:08.065962Z] follower | action_type=message\n  message: okay so we are making a huge u turn around the pyramid to head to the left side of the forest\n- [2026-05-08T17:29:05.768649Z] follower | action_type=message\n  message: okay let me try it out\n- [2026-05-08T17:30:47.115928Z] follower | action_type=message\n  message: This is really helpful!\n- [2026-05-08T17:31:49.803341Z] follower | action_type=message\n  message: Does that look okay for you?\n- [2026-05-08T17:33:00.897017Z] follower | action_type=message\n  message: was it too right?\n- [2026-05-08T17:34:01.421831Z] follower | action_type=message\n  message: Sorry my drawing is too bad\n- [2026-05-08T17:34:10.184430Z] follower | action_type=message\n  message: Um pointy curve on which side do you mean?\n- [2026-05-08T17:34:53.367745Z] follower | action_type=message\n  message: oh do mean the curve on top of the igloo?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"we were fixing the route that had a slightly smaller curve and we did succeed so i wanted to confirm that my partner did great my partner just finished drawing and i think my partner was waiting for the confirmation from me so i wanted to do that and also i wanted to encourage them\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 145, "step_index": 66}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 22], [29, 23], [29, 24], [30, 23], [30, 24], [30, 25], [30, 26], [31, 25], [31, 26], [31, 27], [31, 28], [32, 27], [32, 28], [32, 29], [33, 29], [33, 30], [34, 30], [34, 31], [35, 30], [35, 31], [36, 31], [36, 32], [37, 31], [37, 32], [38, 32], [38, 33], [39, 32], [39, 33], [40, 13], [40, 14], [40, 15], [40, 33], [40, 34], [41, 11], [41, 12], [41, 13], [41, 14], [41, 15], [41, 16], [41, 17], [41, 33], [41, 34], [42, 11], [42, 12], [42, 17], [42, 18], [42, 33], [42, 34], [43, 11], [43, 18], [43, 19], [43, 34], [44, 10], [44, 11], [44, 18], [44, 19], [44, 34], [44, 35], [45, 10], [45, 11], [45, 19], [45, 20], [45, 34], [45, 35], [46, 10], [46, 11], [46, 19], [46, 20], [46, 34], [46, 35], [47, 10], [47, 19], [47, 20], [47, 21], [47, 34], [47, 35], [48, 9], [48, 10], [48, 20], [48, 21], [48, 34], [48, 35], [49, 9], [49, 10], [49, 21], [49, 22], [49, 29], [49, 30], [49, 34], [49, 35], [50, 21], [50, 22], [50, 28], [50, 29], [50, 30], [50, 31], [50, 34], [50, 35], [51, 22], [51, 23], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 34], [51, 35], [52, 23], [52, 24], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [52, 34], [52, 35], [53, 23], [53, 24], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 34], [54, 24], [54, 25], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [54, 33], [54, 34], [55, 24], [55, 25], [55, 26], [55, 33], [55, 34], [56, 26], [56, 27], [56, 31], [56, 32], [56, 33], [57, 27], [57, 28], [57, 29], [57, 30], [57, 31], [57, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:35:45.987331Z\n- action_type: message\n- message: Sorry\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n- [2026-05-08T17:26:09.366492Z] follower | action_type=message\n  message: No you are amazing! How about now?\n- [2026-05-08T17:27:08.374000Z] follower | action_type=message\n  message: Yay thanks for your patience. let me know the next route!\n- [2026-05-08T17:28:08.065962Z] follower | action_type=message\n  message: okay so we are making a huge u turn around the pyramid to head to the left side of the forest\n- [2026-05-08T17:29:05.768649Z] follower | action_type=message\n  message: okay let me try it out\n- [2026-05-08T17:30:47.115928Z] follower | action_type=message\n  message: This is really helpful!\n- [2026-05-08T17:31:49.803341Z] follower | action_type=message\n  message: Does that look okay for you?\n- [2026-05-08T17:33:00.897017Z] follower | action_type=message\n  message: was it too right?\n- [2026-05-08T17:34:01.421831Z] follower | action_type=message\n  message: Sorry my drawing is too bad\n- [2026-05-08T17:34:10.184430Z] follower | action_type=message\n  message: Um pointy curve on which side do you mean?\n- [2026-05-08T17:34:53.367745Z] follower | action_type=message\n  message: oh do mean the curve on top of the igloo?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"I apologize because I thought it was my fault we struggled a little bit with this curve and I thought it was my bad for not describing it more clearly\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 146, "step_index": 67}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 22], [29, 23], [29, 24], [30, 23], [30, 24], [30, 25], [30, 26], [31, 25], [31, 26], [31, 27], [31, 28], [32, 27], [32, 28], [32, 29], [33, 29], [33, 30], [34, 30], [34, 31], [35, 30], [35, 31], [36, 31], [36, 32], [37, 31], [37, 32], [38, 32], [38, 33], [39, 32], [39, 33], [40, 13], [40, 14], [40, 15], [40, 33], [40, 34], [41, 11], [41, 12], [41, 13], [41, 14], [41, 15], [41, 16], [41, 17], [41, 33], [41, 34], [42, 11], [42, 12], [42, 17], [42, 18], [42, 33], [42, 34], [43, 11], [43, 18], [43, 19], [43, 34], [44, 10], [44, 11], [44, 18], [44, 19], [44, 34], [44, 35], [45, 10], [45, 11], [45, 19], [45, 20], [45, 34], [45, 35], [46, 10], [46, 11], [46, 19], [46, 20], [46, 34], [46, 35], [47, 10], [47, 19], [47, 20], [47, 21], [47, 34], [47, 35], [48, 9], [48, 10], [48, 20], [48, 21], [48, 34], [48, 35], [49, 9], [49, 10], [49, 21], [49, 22], [49, 29], [49, 30], [49, 34], [49, 35], [50, 21], [50, 22], [50, 28], [50, 29], [50, 30], [50, 31], [50, 34], [50, 35], [51, 22], [51, 23], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 34], [51, 35], [52, 23], [52, 24], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [52, 34], [52, 35], [53, 23], [53, 24], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 34], [54, 24], [54, 25], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [54, 33], [54, 34], [55, 24], [55, 25], [55, 26], [55, 33], [55, 34], [56, 26], [56, 27], [56, 31], [56, 32], [56, 33], [57, 27], [57, 28], [57, 29], [57, 30], [57, 31], [57, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:36:05.671014Z\n- action_type: message\n- message: Nah it's all good\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n- [2026-05-08T17:26:09.366492Z] follower | action_type=message\n  message: No you are amazing! How about now?\n- [2026-05-08T17:27:08.374000Z] follower | action_type=message\n  message: Yay thanks for your patience. let me know the next route!\n- [2026-05-08T17:28:08.065962Z] follower | action_type=message\n  message: okay so we are making a huge u turn around the pyramid to head to the left side of the forest\n- [2026-05-08T17:29:05.768649Z] follower | action_type=message\n  message: okay let me try it out\n- [2026-05-08T17:30:47.115928Z] follower | action_type=message\n  message: This is really helpful!\n- [2026-05-08T17:31:49.803341Z] follower | action_type=message\n  message: Does that look okay for you?\n- [2026-05-08T17:33:00.897017Z] follower | action_type=message\n  message: was it too right?\n- [2026-05-08T17:34:01.421831Z] follower | action_type=message\n  message: Sorry my drawing is too bad\n- [2026-05-08T17:34:10.184430Z] follower | action_type=message\n  message: Um pointy curve on which side do you mean?\n- [2026-05-08T17:34:53.367745Z] follower | action_type=message\n  message: oh do mean the curve on top of the igloo?\n- [2026-05-08T17:35:50.085883Z] follower | action_type=message\n  message: Okay I should have just kept our previous one\n- [2026-05-08T17:35:53.628450Z] follower | action_type=message\n  message: No you are good!\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"We were apologizing to each other and I think my partner felt a little bad for the struggle but I was also feeling bad so we were just trying to clear up the air that we were not blaming each other and we were indeed working well. I wanted to confirm that it has been going well and that my partner did well. I wanted to encourage them.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 149, "step_index": 68}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 22], [29, 23], [29, 24], [30, 23], [30, 24], [30, 25], [30, 26], [31, 25], [31, 26], [31, 27], [31, 28], [32, 27], [32, 28], [32, 29], [33, 29], [33, 30], [34, 30], [34, 31], [35, 30], [35, 31], [36, 31], [36, 32], [37, 31], [37, 32], [38, 32], [38, 33], [39, 32], [39, 33], [40, 13], [40, 14], [40, 15], [40, 33], [40, 34], [41, 11], [41, 12], [41, 13], [41, 14], [41, 15], [41, 16], [41, 17], [41, 33], [41, 34], [42, 11], [42, 12], [42, 17], [42, 18], [42, 33], [42, 34], [43, 11], [43, 18], [43, 19], [43, 34], [44, 10], [44, 11], [44, 18], [44, 19], [44, 34], [44, 35], [45, 10], [45, 11], [45, 19], [45, 20], [45, 34], [45, 35], [46, 10], [46, 11], [46, 19], [46, 20], [46, 34], [46, 35], [47, 10], [47, 19], [47, 20], [47, 21], [47, 34], [47, 35], [48, 9], [48, 10], [48, 20], [48, 21], [48, 34], [48, 35], [49, 9], [49, 10], [49, 21], [49, 22], [49, 29], [49, 30], [49, 34], [49, 35], [50, 21], [50, 22], [50, 28], [50, 29], [50, 30], [50, 31], [50, 34], [50, 35], [51, 22], [51, 23], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 34], [51, 35], [52, 23], [52, 24], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [52, 34], [52, 35], [53, 23], [53, 24], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 34], [54, 24], [54, 25], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [54, 33], [54, 34], [55, 24], [55, 25], [55, 26], [55, 33], [55, 34], [56, 26], [56, 27], [56, 31], [56, 32], [56, 33], [57, 27], [57, 28], [57, 29], [57, 30], [57, 31], [57, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:36:43.393294Z\n- action_type: message\n- message: Yes to the point under the letter \"b\" from the \"bridge\" is\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n- [2026-05-08T17:26:09.366492Z] follower | action_type=message\n  message: No you are amazing! How about now?\n- [2026-05-08T17:27:08.374000Z] follower | action_type=message\n  message: Yay thanks for your patience. let me know the next route!\n- [2026-05-08T17:28:08.065962Z] follower | action_type=message\n  message: okay so we are making a huge u turn around the pyramid to head to the left side of the forest\n- [2026-05-08T17:29:05.768649Z] follower | action_type=message\n  message: okay let me try it out\n- [2026-05-08T17:30:47.115928Z] follower | action_type=message\n  message: This is really helpful!\n- [2026-05-08T17:31:49.803341Z] follower | action_type=message\n  message: Does that look okay for you?\n- [2026-05-08T17:33:00.897017Z] follower | action_type=message\n  message: was it too right?\n- [2026-05-08T17:34:01.421831Z] follower | action_type=message\n  message: Sorry my drawing is too bad\n- [2026-05-08T17:34:10.184430Z] follower | action_type=message\n  message: Um pointy curve on which side do you mean?\n- [2026-05-08T17:34:53.367745Z] follower | action_type=message\n  message: oh do mean the curve on top of the igloo?\n- [2026-05-08T17:35:50.085883Z] follower | action_type=message\n  message: Okay I should have just kept our previous one\n- [2026-05-08T17:35:53.628450Z] follower | action_type=message\n  message: No you are good!\n- [2026-05-08T17:36:18.984257Z] follower | action_type=message\n  message: And then turn around at the igloo to head toward the right side of the bridge?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Probably understood our situation but I was not fully sure\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"So we were back to finishing up the route. I wanted to clarify where the end point was. So I started providing descriptions and my partner was waiting for more information to come and I think my partner was also trying to understand what I meant and I was trying to be as clear as I could while using the letters on the map because I felt like the clarity should come on my end.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 151, "step_index": 69}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 22], [29, 23], [29, 24], [30, 23], [30, 24], [30, 25], [30, 26], [31, 25], [31, 26], [31, 27], [31, 28], [32, 27], [32, 28], [32, 29], [33, 29], [33, 30], [34, 30], [34, 31], [35, 30], [35, 31], [36, 31], [36, 32], [37, 31], [37, 32], [38, 32], [38, 33], [39, 32], [39, 33], [40, 13], [40, 14], [40, 15], [40, 33], [40, 34], [41, 11], [41, 12], [41, 13], [41, 14], [41, 15], [41, 16], [41, 17], [41, 33], [41, 34], [42, 11], [42, 12], [42, 17], [42, 18], [42, 33], [42, 34], [43, 11], [43, 18], [43, 19], [43, 34], [44, 10], [44, 11], [44, 18], [44, 19], [44, 34], [44, 35], [45, 10], [45, 11], [45, 19], [45, 20], [45, 34], [45, 35], [46, 10], [46, 11], [46, 19], [46, 20], [46, 34], [46, 35], [47, 10], [47, 19], [47, 20], [47, 21], [47, 34], [47, 35], [48, 9], [48, 10], [48, 20], [48, 21], [48, 34], [48, 35], [49, 9], [49, 10], [49, 21], [49, 22], [49, 29], [49, 30], [49, 34], [49, 35], [50, 21], [50, 22], [50, 28], [50, 29], [50, 30], [50, 31], [50, 34], [50, 35], [51, 22], [51, 23], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 34], [51, 35], [52, 23], [52, 24], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [52, 34], [52, 35], [53, 23], [53, 24], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 34], [54, 24], [54, 25], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [54, 33], [54, 34], [55, 24], [55, 25], [55, 26], [55, 33], [55, 34], [56, 26], [56, 27], [56, 31], [56, 32], [56, 33], [57, 27], [57, 28], [57, 29], [57, 30], [57, 31], [57, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:36:49.447988Z\n- action_type: message\n- message: The route itself is the same as before\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n- [2026-05-08T17:26:09.366492Z] follower | action_type=message\n  message: No you are amazing! How about now?\n- [2026-05-08T17:27:08.374000Z] follower | action_type=message\n  message: Yay thanks for your patience. let me know the next route!\n- [2026-05-08T17:28:08.065962Z] follower | action_type=message\n  message: okay so we are making a huge u turn around the pyramid to head to the left side of the forest\n- [2026-05-08T17:29:05.768649Z] follower | action_type=message\n  message: okay let me try it out\n- [2026-05-08T17:30:47.115928Z] follower | action_type=message\n  message: This is really helpful!\n- [2026-05-08T17:31:49.803341Z] follower | action_type=message\n  message: Does that look okay for you?\n- [2026-05-08T17:33:00.897017Z] follower | action_type=message\n  message: was it too right?\n- [2026-05-08T17:34:01.421831Z] follower | action_type=message\n  message: Sorry my drawing is too bad\n- [2026-05-08T17:34:10.184430Z] follower | action_type=message\n  message: Um pointy curve on which side do you mean?\n- [2026-05-08T17:34:53.367745Z] follower | action_type=message\n  message: oh do mean the curve on top of the igloo?\n- [2026-05-08T17:35:50.085883Z] follower | action_type=message\n  message: Okay I should have just kept our previous one\n- [2026-05-08T17:35:53.628450Z] follower | action_type=message\n  message: No you are good!\n- [2026-05-08T17:36:18.984257Z] follower | action_type=message\n  message: And then turn around at the igloo to head toward the right side of the bridge?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Probably understood our situation but I was not fully sure\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"Here I was just clarifying that what they drew initially was correct and good.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 152, "step_index": 70}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 8], [29, 9], [29, 22], [29, 23], [29, 24], [30, 8], [30, 9], [30, 23], [30, 24], [30, 25], [30, 26], [31, 8], [31, 9], [31, 25], [31, 26], [31, 27], [31, 28], [32, 8], [32, 9], [32, 27], [32, 28], [32, 29], [33, 8], [33, 9], [33, 29], [33, 30], [34, 8], [34, 9], [34, 30], [34, 31], [35, 8], [35, 30], [35, 31], [36, 8], [36, 31], [36, 32], [37, 7], [37, 8], [37, 31], [37, 32], [38, 7], [38, 8], [38, 32], [38, 33], [39, 7], [39, 32], [39, 33], [40, 6], [40, 7], [40, 13], [40, 14], [40, 15], [40, 33], [40, 34], [41, 6], [41, 7], [41, 11], [41, 12], [41, 13], [41, 14], [41, 15], [41, 16], [41, 17], [41, 33], [41, 34], [42, 6], [42, 7], [42, 11], [42, 12], [42, 17], [42, 18], [42, 33], [42, 34], [43, 6], [43, 7], [43, 11], [43, 18], [43, 19], [43, 34], [44, 6], [44, 7], [44, 10], [44, 11], [44, 18], [44, 19], [44, 34], [44, 35], [45, 6], [45, 7], [45, 10], [45, 11], [45, 19], [45, 20], [45, 34], [45, 35], [46, 6], [46, 7], [46, 10], [46, 11], [46, 19], [46, 20], [46, 34], [46, 35], [47, 7], [47, 10], [47, 19], [47, 20], [47, 21], [47, 34], [47, 35], [48, 7], [48, 8], [48, 9], [48, 10], [48, 20], [48, 21], [48, 34], [48, 35], [49, 8], [49, 9], [49, 10], [49, 21], [49, 22], [49, 29], [49, 30], [49, 34], [49, 35], [50, 21], [50, 22], [50, 28], [50, 29], [50, 30], [50, 31], [50, 34], [50, 35], [51, 22], [51, 23], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 34], [51, 35], [52, 23], [52, 24], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [52, 34], [52, 35], [53, 23], [53, 24], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 34], [54, 24], [54, 25], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [54, 33], [54, 34], [55, 24], [55, 25], [55, 26], [55, 33], [55, 34], [56, 26], [56, 27], [56, 31], [56, 32], [56, 33], [57, 27], [57, 28], [57, 29], [57, 30], [57, 31], [57, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:37:08.912677Z\n- action_type: message\n- message: Great! Can you plz like make the curve on the igloo wider horizontally\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n- [2026-05-08T17:26:09.366492Z] follower | action_type=message\n  message: No you are amazing! How about now?\n- [2026-05-08T17:27:08.374000Z] follower | action_type=message\n  message: Yay thanks for your patience. let me know the next route!\n- [2026-05-08T17:28:08.065962Z] follower | action_type=message\n  message: okay so we are making a huge u turn around the pyramid to head to the left side of the forest\n- [2026-05-08T17:29:05.768649Z] follower | action_type=message\n  message: okay let me try it out\n- [2026-05-08T17:30:47.115928Z] follower | action_type=message\n  message: This is really helpful!\n- [2026-05-08T17:31:49.803341Z] follower | action_type=message\n  message: Does that look okay for you?\n- [2026-05-08T17:33:00.897017Z] follower | action_type=message\n  message: was it too right?\n- [2026-05-08T17:34:01.421831Z] follower | action_type=message\n  message: Sorry my drawing is too bad\n- [2026-05-08T17:34:10.184430Z] follower | action_type=message\n  message: Um pointy curve on which side do you mean?\n- [2026-05-08T17:34:53.367745Z] follower | action_type=message\n  message: oh do mean the curve on top of the igloo?\n- [2026-05-08T17:35:50.085883Z] follower | action_type=message\n  message: Okay I should have just kept our previous one\n- [2026-05-08T17:35:53.628450Z] follower | action_type=message\n  message: No you are good!\n- [2026-05-08T17:36:18.984257Z] follower | action_type=message\n  message: And then turn around at the igloo to head toward the right side of the bridge?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Something was unclear and we were working it out\", \"partner_intent\": \"Misunderstood and we were not aligned\", \"self_reasoning\": \"Repairing a mistake or misunderstanding\", \"rationale\": \"We are still finishing up the last part of the route. I saw that my partner drew the route correctly, but it was a little smaller curve. So I wanted to fix that. That's why I communicated this. At this point, my partner was waiting for my feedback.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 154, "step_index": 71}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 8], [29, 9], [29, 22], [29, 23], [29, 24], [30, 8], [30, 9], [30, 23], [30, 24], [30, 25], [30, 26], [31, 8], [31, 9], [31, 25], [31, 26], [31, 27], [31, 28], [32, 8], [32, 9], [32, 27], [32, 28], [32, 29], [33, 8], [33, 9], [33, 29], [33, 30], [34, 8], [34, 9], [34, 30], [34, 31], [35, 8], [35, 30], [35, 31], [36, 8], [36, 31], [36, 32], [37, 7], [37, 8], [37, 31], [37, 32], [38, 7], [38, 8], [38, 32], [38, 33], [39, 7], [39, 32], [39, 33], [40, 6], [40, 7], [40, 13], [40, 14], [40, 15], [40, 33], [40, 34], [41, 6], [41, 7], [41, 11], [41, 12], [41, 13], [41, 14], [41, 15], [41, 16], [41, 17], [41, 33], [41, 34], [42, 6], [42, 7], [42, 11], [42, 12], [42, 17], [42, 18], [42, 33], [42, 34], [43, 6], [43, 7], [43, 11], [43, 18], [43, 19], [43, 34], [44, 6], [44, 7], [44, 10], [44, 11], [44, 18], [44, 19], [44, 34], [44, 35], [45, 6], [45, 7], [45, 10], [45, 11], [45, 19], [45, 20], [45, 34], [45, 35], [46, 6], [46, 7], [46, 10], [46, 11], [46, 19], [46, 20], [46, 34], [46, 35], [47, 7], [47, 10], [47, 19], [47, 20], [47, 21], [47, 34], [47, 35], [48, 7], [48, 8], [48, 9], [48, 10], [48, 20], [48, 21], [48, 34], [48, 35], [49, 8], [49, 9], [49, 10], [49, 21], [49, 22], [49, 29], [49, 30], [49, 34], [49, 35], [50, 21], [50, 22], [50, 28], [50, 29], [50, 30], [50, 31], [50, 34], [50, 35], [51, 22], [51, 23], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 34], [51, 35], [52, 23], [52, 24], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [52, 34], [52, 35], [53, 23], [53, 24], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 34], [54, 24], [54, 25], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [54, 33], [54, 34], [55, 24], [55, 25], [55, 26], [55, 33], [55, 34], [56, 26], [56, 27], [56, 31], [56, 32], [56, 33], [57, 27], [57, 28], [57, 29], [57, 30], [57, 31], [57, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:37:18.720088Z\n- action_type: message\n- message: Like rounded\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n- [2026-05-08T17:26:09.366492Z] follower | action_type=message\n  message: No you are amazing! How about now?\n- [2026-05-08T17:27:08.374000Z] follower | action_type=message\n  message: Yay thanks for your patience. let me know the next route!\n- [2026-05-08T17:28:08.065962Z] follower | action_type=message\n  message: okay so we are making a huge u turn around the pyramid to head to the left side of the forest\n- [2026-05-08T17:29:05.768649Z] follower | action_type=message\n  message: okay let me try it out\n- [2026-05-08T17:30:47.115928Z] follower | action_type=message\n  message: This is really helpful!\n- [2026-05-08T17:31:49.803341Z] follower | action_type=message\n  message: Does that look okay for you?\n- [2026-05-08T17:33:00.897017Z] follower | action_type=message\n  message: was it too right?\n- [2026-05-08T17:34:01.421831Z] follower | action_type=message\n  message: Sorry my drawing is too bad\n- [2026-05-08T17:34:10.184430Z] follower | action_type=message\n  message: Um pointy curve on which side do you mean?\n- [2026-05-08T17:34:53.367745Z] follower | action_type=message\n  message: oh do mean the curve on top of the igloo?\n- [2026-05-08T17:35:50.085883Z] follower | action_type=message\n  message: Okay I should have just kept our previous one\n- [2026-05-08T17:35:53.628450Z] follower | action_type=message\n  message: No you are good!\n- [2026-05-08T17:36:18.984257Z] follower | action_type=message\n  message: And then turn around at the igloo to head toward the right side of the bridge?\n- [2026-05-08T17:37:12.477729Z] follower | action_type=message\n  message: oh now I got what \"b\" means! How does that look?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Something was unclear and we were working it out\", \"partner_intent\": \"Misunderstood and we were not aligned\", \"self_reasoning\": \"Repairing a mistake or misunderstanding\", \"rationale\": \"I'm just providing more information and details, nothing specific.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 156, "step_index": 72}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 8], [29, 9], [29, 22], [29, 23], [29, 24], [30, 8], [30, 9], [30, 23], [30, 24], [30, 25], [30, 26], [31, 8], [31, 9], [31, 25], [31, 26], [31, 27], [31, 28], [32, 8], [32, 9], [32, 27], [32, 28], [32, 29], [33, 8], [33, 9], [33, 29], [33, 30], [34, 8], [34, 9], [34, 30], [34, 31], [35, 8], [35, 9], [35, 30], [35, 31], [36, 8], [36, 31], [36, 32], [37, 7], [37, 8], [37, 31], [37, 32], [38, 7], [38, 8], [38, 32], [38, 33], [39, 6], [39, 7], [39, 32], [39, 33], [40, 6], [40, 7], [40, 13], [40, 14], [40, 15], [40, 33], [40, 34], [41, 5], [41, 6], [41, 11], [41, 12], [41, 13], [41, 14], [41, 15], [41, 16], [41, 17], [41, 33], [41, 34], [42, 5], [42, 6], [42, 11], [42, 12], [42, 17], [42, 18], [42, 33], [42, 34], [43, 4], [43, 5], [43, 11], [43, 18], [43, 19], [43, 34], [44, 4], [44, 5], [44, 10], [44, 11], [44, 18], [44, 19], [44, 34], [44, 35], [45, 3], [45, 4], [45, 7], [45, 10], [45, 11], [45, 19], [45, 20], [45, 34], [45, 35], [46, 3], [46, 4], [46, 10], [46, 11], [46, 19], [46, 20], [46, 34], [46, 35], [47, 3], [47, 4], [47, 10], [47, 19], [47, 20], [47, 21], [47, 34], [47, 35], [48, 4], [48, 8], [48, 9], [48, 10], [48, 20], [48, 21], [48, 34], [48, 35], [49, 4], [49, 5], [49, 6], [49, 7], [49, 8], [49, 9], [49, 10], [49, 21], [49, 22], [49, 29], [49, 30], [49, 34], [49, 35], [50, 21], [50, 22], [50, 28], [50, 29], [50, 30], [50, 31], [50, 34], [50, 35], [51, 22], [51, 23], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 34], [51, 35], [52, 23], [52, 24], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [52, 34], [52, 35], [53, 23], [53, 24], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 34], [54, 24], [54, 25], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [54, 33], [54, 34], [55, 24], [55, 25], [55, 26], [55, 33], [55, 34], [56, 26], [56, 27], [56, 31], [56, 32], [56, 33], [57, 27], [57, 28], [57, 29], [57, 30], [57, 31], [57, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:38:06.742246Z\n- action_type: message\n- message: Yeah that's good!\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n- [2026-05-08T17:26:09.366492Z] follower | action_type=message\n  message: No you are amazing! How about now?\n- [2026-05-08T17:27:08.374000Z] follower | action_type=message\n  message: Yay thanks for your patience. let me know the next route!\n- [2026-05-08T17:28:08.065962Z] follower | action_type=message\n  message: okay so we are making a huge u turn around the pyramid to head to the left side of the forest\n- [2026-05-08T17:29:05.768649Z] follower | action_type=message\n  message: okay let me try it out\n- [2026-05-08T17:30:47.115928Z] follower | action_type=message\n  message: This is really helpful!\n- [2026-05-08T17:31:49.803341Z] follower | action_type=message\n  message: Does that look okay for you?\n- [2026-05-08T17:33:00.897017Z] follower | action_type=message\n  message: was it too right?\n- [2026-05-08T17:34:01.421831Z] follower | action_type=message\n  message: Sorry my drawing is too bad\n- [2026-05-08T17:34:10.184430Z] follower | action_type=message\n  message: Um pointy curve on which side do you mean?\n- [2026-05-08T17:34:53.367745Z] follower | action_type=message\n  message: oh do mean the curve on top of the igloo?\n- [2026-05-08T17:35:50.085883Z] follower | action_type=message\n  message: Okay I should have just kept our previous one\n- [2026-05-08T17:35:53.628450Z] follower | action_type=message\n  message: No you are good!\n- [2026-05-08T17:36:18.984257Z] follower | action_type=message\n  message: And then turn around at the igloo to head toward the right side of the bridge?\n- [2026-05-08T17:37:12.477729Z] follower | action_type=message\n  message: oh now I got what \"b\" means! How does that look?\n- [2026-05-08T17:37:43.528453Z] follower | action_type=message\n  message: Like now?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Confirming the situation with my partner\", \"rationale\": \"My partner fixed the route based on my description and feedback and it looked better than the previous version. So I said that was good and I wanted to confirm. I think my partner was waiting for my confirmation and I did this to finalize and move forward and also provide confirmation to my partner.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 160, "step_index": 73}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 8], [29, 9], [29, 22], [29, 23], [29, 24], [30, 8], [30, 9], [30, 23], [30, 24], [30, 25], [30, 26], [31, 8], [31, 9], [31, 25], [31, 26], [31, 27], [31, 28], [32, 8], [32, 9], [32, 27], [32, 28], [32, 29], [33, 8], [33, 9], [33, 29], [33, 30], [34, 8], [34, 9], [34, 30], [34, 31], [35, 8], [35, 9], [35, 30], [35, 31], [36, 8], [36, 31], [36, 32], [37, 7], [37, 8], [37, 31], [37, 32], [38, 7], [38, 8], [38, 32], [38, 33], [39, 6], [39, 7], [39, 32], [39, 33], [40, 6], [40, 7], [40, 13], [40, 14], [40, 15], [40, 33], [40, 34], [41, 5], [41, 6], [41, 11], [41, 12], [41, 13], [41, 14], [41, 15], [41, 16], [41, 17], [41, 33], [41, 34], [42, 5], [42, 6], [42, 11], [42, 12], [42, 17], [42, 18], [42, 33], [42, 34], [43, 4], [43, 5], [43, 11], [43, 18], [43, 19], [43, 34], [44, 4], [44, 5], [44, 10], [44, 11], [44, 18], [44, 19], [44, 34], [44, 35], [45, 3], [45, 4], [45, 7], [45, 10], [45, 11], [45, 19], [45, 20], [45, 34], [45, 35], [46, 3], [46, 4], [46, 10], [46, 11], [46, 19], [46, 20], [46, 34], [46, 35], [47, 3], [47, 4], [47, 10], [47, 19], [47, 20], [47, 21], [47, 34], [47, 35], [48, 4], [48, 8], [48, 9], [48, 10], [48, 20], [48, 21], [48, 34], [48, 35], [49, 4], [49, 5], [49, 6], [49, 7], [49, 8], [49, 9], [49, 10], [49, 21], [49, 22], [49, 29], [49, 30], [49, 34], [49, 35], [50, 21], [50, 22], [50, 28], [50, 29], [50, 30], [50, 31], [50, 34], [50, 35], [51, 22], [51, 23], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 34], [51, 35], [52, 23], [52, 24], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [52, 34], [52, 35], [53, 23], [53, 24], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 34], [54, 24], [54, 25], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [54, 33], [54, 34], [55, 24], [55, 25], [55, 26], [55, 33], [55, 34], [56, 26], [56, 27], [56, 31], [56, 32], [56, 33], [57, 27], [57, 28], [57, 29], [57, 30], [57, 31], [57, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:38:18.731795Z\n- action_type: message\n- message: Can we do 2 minor tweaks\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n- [2026-05-08T17:26:09.366492Z] follower | action_type=message\n  message: No you are amazing! How about now?\n- [2026-05-08T17:27:08.374000Z] follower | action_type=message\n  message: Yay thanks for your patience. let me know the next route!\n- [2026-05-08T17:28:08.065962Z] follower | action_type=message\n  message: okay so we are making a huge u turn around the pyramid to head to the left side of the forest\n- [2026-05-08T17:29:05.768649Z] follower | action_type=message\n  message: okay let me try it out\n- [2026-05-08T17:30:47.115928Z] follower | action_type=message\n  message: This is really helpful!\n- [2026-05-08T17:31:49.803341Z] follower | action_type=message\n  message: Does that look okay for you?\n- [2026-05-08T17:33:00.897017Z] follower | action_type=message\n  message: was it too right?\n- [2026-05-08T17:34:01.421831Z] follower | action_type=message\n  message: Sorry my drawing is too bad\n- [2026-05-08T17:34:10.184430Z] follower | action_type=message\n  message: Um pointy curve on which side do you mean?\n- [2026-05-08T17:34:53.367745Z] follower | action_type=message\n  message: oh do mean the curve on top of the igloo?\n- [2026-05-08T17:35:50.085883Z] follower | action_type=message\n  message: Okay I should have just kept our previous one\n- [2026-05-08T17:35:53.628450Z] follower | action_type=message\n  message: No you are good!\n- [2026-05-08T17:36:18.984257Z] follower | action_type=message\n  message: And then turn around at the igloo to head toward the right side of the bridge?\n- [2026-05-08T17:37:12.477729Z] follower | action_type=message\n  message: oh now I got what \"b\" means! How does that look?\n- [2026-05-08T17:37:43.528453Z] follower | action_type=message\n  message: Like now?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Other\", \"rationale\": \"Here even though we finished up drawing the map I wanted to fix the point between the forest and the volcano a little bit but I was not sure if my partner was willing to do it. I wanted to follow what my partner wanted to do so I asked my partner if they were up for it and I think my partner was thinking about where to fix. I did this to make the route more perfect because there are some small differences but the one between the volcano and the forest is kind of big so I wanted to fix it but I also wanted to ask my partner first.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 161, "step_index": 74}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 8], [29, 9], [29, 22], [29, 23], [29, 24], [30, 8], [30, 9], [30, 23], [30, 24], [30, 25], [30, 26], [31, 8], [31, 9], [31, 25], [31, 26], [31, 27], [31, 28], [32, 8], [32, 9], [32, 27], [32, 28], [32, 29], [33, 8], [33, 9], [33, 29], [33, 30], [34, 8], [34, 9], [34, 30], [34, 31], [35, 8], [35, 9], [35, 30], [35, 31], [36, 8], [36, 31], [36, 32], [37, 7], [37, 8], [37, 31], [37, 32], [38, 7], [38, 8], [38, 32], [38, 33], [39, 6], [39, 7], [39, 32], [39, 33], [40, 6], [40, 7], [40, 13], [40, 14], [40, 15], [40, 33], [40, 34], [41, 5], [41, 6], [41, 11], [41, 12], [41, 13], [41, 14], [41, 15], [41, 16], [41, 17], [41, 33], [41, 34], [42, 5], [42, 6], [42, 11], [42, 12], [42, 17], [42, 18], [42, 33], [42, 34], [43, 4], [43, 5], [43, 11], [43, 18], [43, 19], [43, 34], [44, 4], [44, 5], [44, 10], [44, 11], [44, 18], [44, 19], [44, 34], [44, 35], [45, 3], [45, 4], [45, 7], [45, 10], [45, 11], [45, 19], [45, 20], [45, 34], [45, 35], [46, 3], [46, 4], [46, 10], [46, 11], [46, 19], [46, 20], [46, 34], [46, 35], [47, 3], [47, 4], [47, 10], [47, 19], [47, 20], [47, 21], [47, 34], [47, 35], [48, 4], [48, 8], [48, 9], [48, 10], [48, 20], [48, 21], [48, 34], [48, 35], [49, 4], [49, 5], [49, 6], [49, 7], [49, 8], [49, 9], [49, 10], [49, 21], [49, 22], [49, 29], [49, 30], [49, 34], [49, 35], [50, 21], [50, 22], [50, 28], [50, 29], [50, 30], [50, 31], [50, 34], [50, 35], [51, 22], [51, 23], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 34], [51, 35], [52, 23], [52, 24], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [52, 34], [52, 35], [53, 23], [53, 24], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 34], [54, 24], [54, 25], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [54, 33], [54, 34], [55, 24], [55, 25], [55, 26], [55, 33], [55, 34], [56, 26], [56, 27], [56, 31], [56, 32], [56, 33], [57, 27], [57, 28], [57, 29], [57, 30], [57, 31], [57, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:38:59.390012Z\n- action_type: message\n- message: Can you please temporarily mark a point beneath the volcano on the route\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n- [2026-05-08T17:26:09.366492Z] follower | action_type=message\n  message: No you are amazing! How about now?\n- [2026-05-08T17:27:08.374000Z] follower | action_type=message\n  message: Yay thanks for your patience. let me know the next route!\n- [2026-05-08T17:28:08.065962Z] follower | action_type=message\n  message: okay so we are making a huge u turn around the pyramid to head to the left side of the forest\n- [2026-05-08T17:29:05.768649Z] follower | action_type=message\n  message: okay let me try it out\n- [2026-05-08T17:30:47.115928Z] follower | action_type=message\n  message: This is really helpful!\n- [2026-05-08T17:31:49.803341Z] follower | action_type=message\n  message: Does that look okay for you?\n- [2026-05-08T17:33:00.897017Z] follower | action_type=message\n  message: was it too right?\n- [2026-05-08T17:34:01.421831Z] follower | action_type=message\n  message: Sorry my drawing is too bad\n- [2026-05-08T17:34:10.184430Z] follower | action_type=message\n  message: Um pointy curve on which side do you mean?\n- [2026-05-08T17:34:53.367745Z] follower | action_type=message\n  message: oh do mean the curve on top of the igloo?\n- [2026-05-08T17:35:50.085883Z] follower | action_type=message\n  message: Okay I should have just kept our previous one\n- [2026-05-08T17:35:53.628450Z] follower | action_type=message\n  message: No you are good!\n- [2026-05-08T17:36:18.984257Z] follower | action_type=message\n  message: And then turn around at the igloo to head toward the right side of the bridge?\n- [2026-05-08T17:37:12.477729Z] follower | action_type=message\n  message: oh now I got what \"b\" means! How does that look?\n- [2026-05-08T17:37:43.528453Z] follower | action_type=message\n  message: Like now?\n- [2026-05-08T17:38:26.281398Z] follower | action_type=message\n  message: Alright! Thanks so much! Yes for sure\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Grounding by sharing or requesting information to align\", \"rationale\": \"So to fix that point I thought maybe utilizing points would work better because it worked well last time when I provided four to five different points. So I asked my partner to mark the point again because I thought just by dragging it a little to the right would fix the issue pretty easily. For me that sounded like the most efficient plan. I think at this point my partner was asking for more information to come because I was about to describe where or what to fix.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 163, "step_index": 75}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 8], [29, 9], [29, 22], [29, 23], [29, 24], [30, 8], [30, 9], [30, 23], [30, 24], [30, 25], [30, 26], [31, 8], [31, 9], [31, 25], [31, 26], [31, 27], [31, 28], [32, 8], [32, 9], [32, 27], [32, 28], [32, 29], [32, 30], [32, 31], [33, 8], [33, 9], [33, 29], [33, 30], [33, 31], [34, 8], [34, 9], [34, 29], [34, 30], [34, 31], [35, 8], [35, 9], [35, 30], [35, 31], [36, 8], [36, 31], [36, 32], [37, 7], [37, 8], [37, 31], [37, 32], [38, 7], [38, 8], [38, 32], [38, 33], [39, 6], [39, 7], [39, 32], [39, 33], [40, 6], [40, 7], [40, 13], [40, 14], [40, 15], [40, 33], [40, 34], [41, 5], [41, 6], [41, 11], [41, 12], [41, 13], [41, 14], [41, 15], [41, 16], [41, 17], [41, 33], [41, 34], [42, 5], [42, 6], [42, 11], [42, 12], [42, 17], [42, 18], [42, 33], [42, 34], [43, 4], [43, 5], [43, 11], [43, 18], [43, 19], [43, 34], [44, 4], [44, 5], [44, 10], [44, 11], [44, 18], [44, 19], [44, 34], [44, 35], [45, 3], [45, 4], [45, 7], [45, 10], [45, 11], [45, 19], [45, 20], [45, 34], [45, 35], [46, 3], [46, 4], [46, 10], [46, 11], [46, 19], [46, 20], [46, 34], [46, 35], [47, 3], [47, 4], [47, 10], [47, 19], [47, 20], [47, 21], [47, 34], [47, 35], [48, 4], [48, 8], [48, 9], [48, 10], [48, 20], [48, 21], [48, 34], [48, 35], [49, 4], [49, 5], [49, 6], [49, 7], [49, 8], [49, 9], [49, 10], [49, 21], [49, 22], [49, 29], [49, 30], [49, 34], [49, 35], [50, 21], [50, 22], [50, 28], [50, 29], [50, 30], [50, 31], [50, 34], [50, 35], [51, 22], [51, 23], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 34], [51, 35], [52, 23], [52, 24], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [52, 34], [52, 35], [53, 23], [53, 24], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 34], [54, 24], [54, 25], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [54, 33], [54, 34], [55, 24], [55, 25], [55, 26], [55, 33], [55, 34], [56, 26], [56, 27], [56, 31], [56, 32], [56, 33], [57, 27], [57, 28], [57, 29], [57, 30], [57, 31], [57, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:39:26.908482Z\n- action_type: message\n- message: Yay\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n- [2026-05-08T17:26:09.366492Z] follower | action_type=message\n  message: No you are amazing! How about now?\n- [2026-05-08T17:27:08.374000Z] follower | action_type=message\n  message: Yay thanks for your patience. let me know the next route!\n- [2026-05-08T17:28:08.065962Z] follower | action_type=message\n  message: okay so we are making a huge u turn around the pyramid to head to the left side of the forest\n- [2026-05-08T17:29:05.768649Z] follower | action_type=message\n  message: okay let me try it out\n- [2026-05-08T17:30:47.115928Z] follower | action_type=message\n  message: This is really helpful!\n- [2026-05-08T17:31:49.803341Z] follower | action_type=message\n  message: Does that look okay for you?\n- [2026-05-08T17:33:00.897017Z] follower | action_type=message\n  message: was it too right?\n- [2026-05-08T17:34:01.421831Z] follower | action_type=message\n  message: Sorry my drawing is too bad\n- [2026-05-08T17:34:10.184430Z] follower | action_type=message\n  message: Um pointy curve on which side do you mean?\n- [2026-05-08T17:34:53.367745Z] follower | action_type=message\n  message: oh do mean the curve on top of the igloo?\n- [2026-05-08T17:35:50.085883Z] follower | action_type=message\n  message: Okay I should have just kept our previous one\n- [2026-05-08T17:35:53.628450Z] follower | action_type=message\n  message: No you are good!\n- [2026-05-08T17:36:18.984257Z] follower | action_type=message\n  message: And then turn around at the igloo to head toward the right side of the bridge?\n- [2026-05-08T17:37:12.477729Z] follower | action_type=message\n  message: oh now I got what \"b\" means! How does that look?\n- [2026-05-08T17:37:43.528453Z] follower | action_type=message\n  message: Like now?\n- [2026-05-08T17:38:26.281398Z] follower | action_type=message\n  message: Alright! Thanks so much! Yes for sure\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"My partner marked the point that I wanted to see correctly, so I confirmed that they did great by saying yay, and my partner just finished identifying the point. I did this to encourage my partner, but also to confirm and move forward.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 166, "step_index": 76}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 8], [29, 9], [29, 22], [29, 23], [29, 24], [30, 8], [30, 9], [30, 23], [30, 24], [30, 25], [30, 26], [31, 8], [31, 9], [31, 25], [31, 26], [31, 27], [31, 28], [32, 8], [32, 9], [32, 27], [32, 28], [32, 29], [32, 30], [32, 31], [33, 8], [33, 9], [33, 29], [33, 30], [33, 31], [34, 8], [34, 9], [34, 29], [34, 30], [34, 31], [35, 8], [35, 9], [35, 30], [35, 31], [36, 8], [36, 31], [36, 32], [37, 7], [37, 8], [37, 31], [37, 32], [38, 7], [38, 8], [38, 32], [38, 33], [39, 6], [39, 7], [39, 32], [39, 33], [40, 6], [40, 7], [40, 13], [40, 14], [40, 15], [40, 33], [40, 34], [41, 5], [41, 6], [41, 11], [41, 12], [41, 13], [41, 14], [41, 15], [41, 16], [41, 17], [41, 33], [41, 34], [42, 5], [42, 6], [42, 11], [42, 12], [42, 17], [42, 18], [42, 33], [42, 34], [43, 4], [43, 5], [43, 11], [43, 18], [43, 19], [43, 34], [44, 4], [44, 5], [44, 10], [44, 11], [44, 18], [44, 19], [44, 34], [44, 35], [45, 3], [45, 4], [45, 7], [45, 10], [45, 11], [45, 19], [45, 20], [45, 34], [45, 35], [46, 3], [46, 4], [46, 10], [46, 11], [46, 19], [46, 20], [46, 34], [46, 35], [47, 3], [47, 4], [47, 10], [47, 19], [47, 20], [47, 21], [47, 34], [47, 35], [48, 4], [48, 8], [48, 9], [48, 10], [48, 20], [48, 21], [48, 34], [48, 35], [49, 4], [49, 5], [49, 6], [49, 7], [49, 8], [49, 9], [49, 10], [49, 21], [49, 22], [49, 29], [49, 30], [49, 34], [49, 35], [50, 21], [50, 22], [50, 28], [50, 29], [50, 30], [50, 31], [50, 34], [50, 35], [51, 22], [51, 23], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 34], [51, 35], [52, 23], [52, 24], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [52, 34], [52, 35], [53, 23], [53, 24], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 34], [54, 24], [54, 25], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [54, 33], [54, 34], [55, 24], [55, 25], [55, 26], [55, 33], [55, 34], [56, 26], [56, 27], [56, 31], [56, 32], [56, 33], [57, 27], [57, 28], [57, 29], [57, 30], [57, 31], [57, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:39:28.356182Z\n- action_type: message\n- message: Thank you\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n- [2026-05-08T17:26:09.366492Z] follower | action_type=message\n  message: No you are amazing! How about now?\n- [2026-05-08T17:27:08.374000Z] follower | action_type=message\n  message: Yay thanks for your patience. let me know the next route!\n- [2026-05-08T17:28:08.065962Z] follower | action_type=message\n  message: okay so we are making a huge u turn around the pyramid to head to the left side of the forest\n- [2026-05-08T17:29:05.768649Z] follower | action_type=message\n  message: okay let me try it out\n- [2026-05-08T17:30:47.115928Z] follower | action_type=message\n  message: This is really helpful!\n- [2026-05-08T17:31:49.803341Z] follower | action_type=message\n  message: Does that look okay for you?\n- [2026-05-08T17:33:00.897017Z] follower | action_type=message\n  message: was it too right?\n- [2026-05-08T17:34:01.421831Z] follower | action_type=message\n  message: Sorry my drawing is too bad\n- [2026-05-08T17:34:10.184430Z] follower | action_type=message\n  message: Um pointy curve on which side do you mean?\n- [2026-05-08T17:34:53.367745Z] follower | action_type=message\n  message: oh do mean the curve on top of the igloo?\n- [2026-05-08T17:35:50.085883Z] follower | action_type=message\n  message: Okay I should have just kept our previous one\n- [2026-05-08T17:35:53.628450Z] follower | action_type=message\n  message: No you are good!\n- [2026-05-08T17:36:18.984257Z] follower | action_type=message\n  message: And then turn around at the igloo to head toward the right side of the bridge?\n- [2026-05-08T17:37:12.477729Z] follower | action_type=message\n  message: oh now I got what \"b\" means! How does that look?\n- [2026-05-08T17:37:43.528453Z] follower | action_type=message\n  message: Like now?\n- [2026-05-08T17:38:26.281398Z] follower | action_type=message\n  message: Alright! Thanks so much! Yes for sure\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"My partner marked the point that I wanted to see correctly, so I confirmed that they did great by saying thank you, and my partner just finished identifying the point. I did this to encourage my partner, but also to confirm and move forward.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 167, "step_index": 77}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 8], [29, 9], [29, 22], [29, 23], [29, 24], [30, 8], [30, 9], [30, 23], [30, 24], [30, 25], [30, 26], [31, 8], [31, 9], [31, 25], [31, 26], [31, 27], [31, 28], [32, 8], [32, 9], [32, 27], [32, 28], [32, 29], [32, 30], [32, 31], [33, 8], [33, 9], [33, 29], [33, 30], [33, 31], [34, 8], [34, 9], [34, 29], [34, 30], [34, 31], [35, 8], [35, 9], [35, 30], [35, 31], [36, 8], [36, 31], [36, 32], [37, 7], [37, 8], [37, 31], [37, 32], [38, 7], [38, 8], [38, 32], [38, 33], [39, 6], [39, 7], [39, 32], [39, 33], [40, 6], [40, 7], [40, 13], [40, 14], [40, 15], [40, 33], [40, 34], [41, 5], [41, 6], [41, 11], [41, 12], [41, 13], [41, 14], [41, 15], [41, 16], [41, 17], [41, 33], [41, 34], [42, 5], [42, 6], [42, 11], [42, 12], [42, 17], [42, 18], [42, 33], [42, 34], [43, 4], [43, 5], [43, 11], [43, 18], [43, 19], [43, 34], [44, 4], [44, 5], [44, 10], [44, 11], [44, 18], [44, 19], [44, 34], [44, 35], [45, 3], [45, 4], [45, 7], [45, 10], [45, 11], [45, 19], [45, 20], [45, 34], [45, 35], [46, 3], [46, 4], [46, 10], [46, 11], [46, 19], [46, 20], [46, 34], [46, 35], [47, 3], [47, 4], [47, 10], [47, 19], [47, 20], [47, 21], [47, 34], [47, 35], [48, 4], [48, 8], [48, 9], [48, 10], [48, 20], [48, 21], [48, 34], [48, 35], [49, 4], [49, 5], [49, 6], [49, 7], [49, 8], [49, 9], [49, 10], [49, 21], [49, 22], [49, 29], [49, 30], [49, 34], [49, 35], [50, 21], [50, 22], [50, 28], [50, 29], [50, 30], [50, 31], [50, 34], [50, 35], [51, 22], [51, 23], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 34], [51, 35], [52, 23], [52, 24], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [52, 34], [52, 35], [53, 23], [53, 24], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 34], [54, 24], [54, 25], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [54, 33], [54, 34], [55, 24], [55, 25], [55, 26], [55, 33], [55, 34], [56, 26], [56, 27], [56, 31], [56, 32], [56, 33], [57, 27], [57, 28], [57, 29], [57, 30], [57, 31], [57, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:39:47.946363Z\n- action_type: message\n- message: Now can we imagine like we are dragging that point to further right side\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n- [2026-05-08T17:26:09.366492Z] follower | action_type=message\n  message: No you are amazing! How about now?\n- [2026-05-08T17:27:08.374000Z] follower | action_type=message\n  message: Yay thanks for your patience. let me know the next route!\n- [2026-05-08T17:28:08.065962Z] follower | action_type=message\n  message: okay so we are making a huge u turn around the pyramid to head to the left side of the forest\n- [2026-05-08T17:29:05.768649Z] follower | action_type=message\n  message: okay let me try it out\n- [2026-05-08T17:30:47.115928Z] follower | action_type=message\n  message: This is really helpful!\n- [2026-05-08T17:31:49.803341Z] follower | action_type=message\n  message: Does that look okay for you?\n- [2026-05-08T17:33:00.897017Z] follower | action_type=message\n  message: was it too right?\n- [2026-05-08T17:34:01.421831Z] follower | action_type=message\n  message: Sorry my drawing is too bad\n- [2026-05-08T17:34:10.184430Z] follower | action_type=message\n  message: Um pointy curve on which side do you mean?\n- [2026-05-08T17:34:53.367745Z] follower | action_type=message\n  message: oh do mean the curve on top of the igloo?\n- [2026-05-08T17:35:50.085883Z] follower | action_type=message\n  message: Okay I should have just kept our previous one\n- [2026-05-08T17:35:53.628450Z] follower | action_type=message\n  message: No you are good!\n- [2026-05-08T17:36:18.984257Z] follower | action_type=message\n  message: And then turn around at the igloo to head toward the right side of the bridge?\n- [2026-05-08T17:37:12.477729Z] follower | action_type=message\n  message: oh now I got what \"b\" means! How does that look?\n- [2026-05-08T17:37:43.528453Z] follower | action_type=message\n  message: Like now?\n- [2026-05-08T17:38:26.281398Z] follower | action_type=message\n  message: Alright! Thanks so much! Yes for sure\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"So to fix that point I thought maybe utilizing points would work better because it worked well last time when I provided four to five different points. So I asked my partner to mark the point again because I thought just by dragging it a little to the right would fix the issue pretty easily. For me that sounded like the most efficient plan. I think at this point my partner was asking for more information to come because I was about to describe where or what to fix.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 168, "step_index": 78}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 8], [29, 9], [29, 22], [29, 23], [29, 24], [30, 8], [30, 9], [30, 23], [30, 24], [30, 25], [30, 26], [31, 8], [31, 9], [31, 25], [31, 26], [31, 27], [31, 28], [32, 8], [32, 9], [32, 27], [32, 28], [32, 29], [32, 30], [32, 31], [33, 8], [33, 9], [33, 29], [33, 30], [33, 31], [34, 8], [34, 9], [34, 29], [34, 30], [34, 31], [35, 8], [35, 9], [35, 30], [35, 31], [36, 8], [36, 31], [36, 32], [37, 7], [37, 8], [37, 31], [37, 32], [38, 7], [38, 8], [38, 32], [38, 33], [39, 6], [39, 7], [39, 32], [39, 33], [40, 6], [40, 7], [40, 13], [40, 14], [40, 15], [40, 33], [40, 34], [41, 5], [41, 6], [41, 11], [41, 12], [41, 13], [41, 14], [41, 15], [41, 16], [41, 17], [41, 33], [41, 34], [42, 5], [42, 6], [42, 11], [42, 12], [42, 17], [42, 18], [42, 33], [42, 34], [43, 4], [43, 5], [43, 11], [43, 18], [43, 19], [43, 34], [44, 4], [44, 5], [44, 10], [44, 11], [44, 18], [44, 19], [44, 34], [44, 35], [45, 3], [45, 4], [45, 7], [45, 10], [45, 11], [45, 19], [45, 20], [45, 34], [45, 35], [46, 3], [46, 4], [46, 10], [46, 11], [46, 19], [46, 20], [46, 34], [46, 35], [47, 3], [47, 4], [47, 10], [47, 19], [47, 20], [47, 21], [47, 34], [47, 35], [48, 4], [48, 8], [48, 9], [48, 10], [48, 20], [48, 21], [48, 34], [48, 35], [49, 4], [49, 5], [49, 6], [49, 7], [49, 8], [49, 9], [49, 10], [49, 21], [49, 22], [49, 29], [49, 30], [49, 34], [49, 35], [50, 21], [50, 22], [50, 28], [50, 29], [50, 30], [50, 31], [50, 34], [50, 35], [51, 22], [51, 23], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 34], [51, 35], [52, 23], [52, 24], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [52, 34], [52, 35], [53, 23], [53, 24], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 34], [54, 24], [54, 25], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [54, 33], [54, 34], [55, 24], [55, 25], [55, 26], [55, 33], [55, 34], [56, 26], [56, 27], [56, 31], [56, 32], [56, 33], [57, 27], [57, 28], [57, 29], [57, 30], [57, 31], [57, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:40:11.307301Z\n- action_type: message\n- message: Yes!\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n- [2026-05-08T17:26:09.366492Z] follower | action_type=message\n  message: No you are amazing! How about now?\n- [2026-05-08T17:27:08.374000Z] follower | action_type=message\n  message: Yay thanks for your patience. let me know the next route!\n- [2026-05-08T17:28:08.065962Z] follower | action_type=message\n  message: okay so we are making a huge u turn around the pyramid to head to the left side of the forest\n- [2026-05-08T17:29:05.768649Z] follower | action_type=message\n  message: okay let me try it out\n- [2026-05-08T17:30:47.115928Z] follower | action_type=message\n  message: This is really helpful!\n- [2026-05-08T17:31:49.803341Z] follower | action_type=message\n  message: Does that look okay for you?\n- [2026-05-08T17:33:00.897017Z] follower | action_type=message\n  message: was it too right?\n- [2026-05-08T17:34:01.421831Z] follower | action_type=message\n  message: Sorry my drawing is too bad\n- [2026-05-08T17:34:10.184430Z] follower | action_type=message\n  message: Um pointy curve on which side do you mean?\n- [2026-05-08T17:34:53.367745Z] follower | action_type=message\n  message: oh do mean the curve on top of the igloo?\n- [2026-05-08T17:35:50.085883Z] follower | action_type=message\n  message: Okay I should have just kept our previous one\n- [2026-05-08T17:35:53.628450Z] follower | action_type=message\n  message: No you are good!\n- [2026-05-08T17:36:18.984257Z] follower | action_type=message\n  message: And then turn around at the igloo to head toward the right side of the bridge?\n- [2026-05-08T17:37:12.477729Z] follower | action_type=message\n  message: oh now I got what \"b\" means! How does that look?\n- [2026-05-08T17:37:43.528453Z] follower | action_type=message\n  message: Like now?\n- [2026-05-08T17:38:26.281398Z] follower | action_type=message\n  message: Alright! Thanks so much! Yes for sure\n- [2026-05-08T17:40:08.124559Z] follower | action_type=message\n  message: Oh oh so we are making a bigger turn there?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"My partner asked me a clarifying question and that was correct so I said that was indeed correct. I think my partner wanted to confirm if it was okay to proceed so I wanted to say yes and move forward. I did this to encourage my partner and also to move forward.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 170, "step_index": 79}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 8], [29, 9], [29, 22], [29, 23], [29, 24], [30, 8], [30, 9], [30, 23], [30, 24], [30, 25], [30, 26], [31, 8], [31, 9], [31, 25], [31, 26], [31, 27], [31, 28], [32, 8], [32, 9], [32, 27], [32, 28], [32, 29], [32, 30], [32, 31], [33, 8], [33, 9], [33, 29], [33, 30], [33, 31], [34, 8], [34, 9], [34, 29], [34, 30], [34, 31], [34, 32], [35, 8], [35, 9], [35, 30], [35, 31], [35, 32], [35, 33], [36, 8], [36, 31], [36, 32], [36, 33], [36, 34], [37, 7], [37, 8], [37, 31], [37, 32], [37, 34], [37, 35], [38, 7], [38, 8], [38, 32], [38, 33], [38, 34], [38, 35], [39, 6], [39, 7], [39, 32], [39, 33], [39, 35], [39, 36], [40, 6], [40, 7], [40, 13], [40, 14], [40, 15], [40, 33], [40, 34], [40, 35], [40, 36], [41, 5], [41, 6], [41, 11], [41, 12], [41, 13], [41, 14], [41, 15], [41, 16], [41, 17], [41, 33], [41, 34], [41, 36], [41, 37], [42, 5], [42, 6], [42, 11], [42, 12], [42, 17], [42, 18], [42, 33], [42, 34], [42, 36], [42, 37], [43, 4], [43, 5], [43, 11], [43, 18], [43, 19], [43, 34], [43, 36], [43, 37], [44, 4], [44, 5], [44, 10], [44, 11], [44, 18], [44, 19], [44, 34], [44, 35], [44, 37], [45, 3], [45, 4], [45, 7], [45, 10], [45, 11], [45, 19], [45, 20], [45, 34], [45, 35], [45, 37], [46, 3], [46, 4], [46, 10], [46, 11], [46, 19], [46, 20], [46, 34], [46, 35], [46, 37], [47, 3], [47, 4], [47, 10], [47, 19], [47, 20], [47, 21], [47, 34], [47, 35], [47, 37], [48, 4], [48, 8], [48, 9], [48, 10], [48, 20], [48, 21], [48, 34], [48, 35], [48, 37], [49, 4], [49, 5], [49, 6], [49, 7], [49, 8], [49, 9], [49, 10], [49, 21], [49, 22], [49, 29], [49, 30], [49, 34], [49, 35], [49, 37], [50, 21], [50, 22], [50, 28], [50, 29], [50, 30], [50, 31], [50, 34], [50, 35], [50, 37], [51, 22], [51, 23], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 34], [51, 35], [51, 36], [51, 37], [52, 23], [52, 24], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [52, 34], [52, 35], [52, 36], [52, 37], [53, 23], [53, 24], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 34], [53, 35], [53, 36], [54, 24], [54, 25], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [54, 33], [54, 34], [54, 35], [54, 36], [55, 24], [55, 25], [55, 26], [55, 33], [55, 34], [55, 35], [56, 26], [56, 27], [56, 31], [56, 32], [56, 33], [56, 34], [57, 27], [57, 28], [57, 29], [57, 30], [57, 31], [57, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:40:48.979452Z\n- action_type: message\n- message: Yeah but like the shape is almost a rounded corner of a rectangle\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n- [2026-05-08T17:26:09.366492Z] follower | action_type=message\n  message: No you are amazing! How about now?\n- [2026-05-08T17:27:08.374000Z] follower | action_type=message\n  message: Yay thanks for your patience. let me know the next route!\n- [2026-05-08T17:28:08.065962Z] follower | action_type=message\n  message: okay so we are making a huge u turn around the pyramid to head to the left side of the forest\n- [2026-05-08T17:29:05.768649Z] follower | action_type=message\n  message: okay let me try it out\n- [2026-05-08T17:30:47.115928Z] follower | action_type=message\n  message: This is really helpful!\n- [2026-05-08T17:31:49.803341Z] follower | action_type=message\n  message: Does that look okay for you?\n- [2026-05-08T17:33:00.897017Z] follower | action_type=message\n  message: was it too right?\n- [2026-05-08T17:34:01.421831Z] follower | action_type=message\n  message: Sorry my drawing is too bad\n- [2026-05-08T17:34:10.184430Z] follower | action_type=message\n  message: Um pointy curve on which side do you mean?\n- [2026-05-08T17:34:53.367745Z] follower | action_type=message\n  message: oh do mean the curve on top of the igloo?\n- [2026-05-08T17:35:50.085883Z] follower | action_type=message\n  message: Okay I should have just kept our previous one\n- [2026-05-08T17:35:53.628450Z] follower | action_type=message\n  message: No you are good!\n- [2026-05-08T17:36:18.984257Z] follower | action_type=message\n  message: And then turn around at the igloo to head toward the right side of the bridge?\n- [2026-05-08T17:37:12.477729Z] follower | action_type=message\n  message: oh now I got what \"b\" means! How does that look?\n- [2026-05-08T17:37:43.528453Z] follower | action_type=message\n  message: Like now?\n- [2026-05-08T17:38:26.281398Z] follower | action_type=message\n  message: Alright! Thanks so much! Yes for sure\n- [2026-05-08T17:40:08.124559Z] follower | action_type=message\n  message: Oh oh so we are making a bigger turn there?\n- [2026-05-08T17:40:23.250642Z] follower | action_type=message\n  message: Like that?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Probably understood our situation but I was not fully sure\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"The new route that my partner drew was indeed correct, but I wanted to see that point a little higher and a little more rectangular like the original map, so I asked my partner to do that. My partner was waiting for my further feedback, and they were doing what I was describing to. I did this to finalize the tweaks. I thought by doing so, the route would be way more accurate.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 173, "step_index": 80}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 8], [29, 9], [29, 22], [29, 23], [29, 24], [30, 8], [30, 9], [30, 23], [30, 24], [30, 25], [30, 26], [31, 8], [31, 9], [31, 25], [31, 26], [31, 27], [31, 28], [32, 8], [32, 9], [32, 27], [32, 28], [32, 29], [32, 30], [32, 31], [33, 8], [33, 9], [33, 29], [33, 30], [33, 31], [34, 8], [34, 9], [34, 29], [34, 30], [34, 31], [34, 32], [35, 8], [35, 9], [35, 30], [35, 31], [35, 32], [35, 33], [36, 8], [36, 31], [36, 32], [36, 33], [36, 34], [37, 7], [37, 8], [37, 31], [37, 32], [37, 34], [37, 35], [38, 7], [38, 8], [38, 32], [38, 33], [38, 34], [38, 35], [39, 6], [39, 7], [39, 32], [39, 33], [39, 35], [39, 36], [40, 6], [40, 7], [40, 13], [40, 14], [40, 15], [40, 33], [40, 34], [40, 35], [40, 36], [41, 5], [41, 6], [41, 11], [41, 12], [41, 13], [41, 14], [41, 15], [41, 16], [41, 17], [41, 33], [41, 34], [41, 36], [41, 37], [42, 5], [42, 6], [42, 11], [42, 12], [42, 17], [42, 18], [42, 33], [42, 34], [42, 36], [42, 37], [43, 4], [43, 5], [43, 11], [43, 18], [43, 19], [43, 34], [43, 36], [43, 37], [44, 4], [44, 5], [44, 10], [44, 11], [44, 18], [44, 19], [44, 34], [44, 35], [44, 37], [45, 3], [45, 4], [45, 7], [45, 10], [45, 11], [45, 19], [45, 20], [45, 34], [45, 35], [45, 37], [46, 3], [46, 4], [46, 10], [46, 11], [46, 19], [46, 20], [46, 34], [46, 35], [46, 37], [47, 3], [47, 4], [47, 10], [47, 19], [47, 20], [47, 21], [47, 34], [47, 35], [47, 37], [48, 4], [48, 8], [48, 9], [48, 10], [48, 20], [48, 21], [48, 34], [48, 35], [48, 37], [49, 4], [49, 5], [49, 6], [49, 7], [49, 8], [49, 9], [49, 10], [49, 21], [49, 22], [49, 29], [49, 30], [49, 34], [49, 35], [49, 37], [50, 21], [50, 22], [50, 28], [50, 29], [50, 30], [50, 31], [50, 34], [50, 35], [50, 37], [51, 22], [51, 23], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 34], [51, 35], [51, 36], [51, 37], [52, 23], [52, 24], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [52, 34], [52, 35], [52, 36], [52, 37], [53, 23], [53, 24], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 34], [53, 35], [53, 36], [54, 24], [54, 25], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [54, 33], [54, 34], [54, 35], [54, 36], [55, 24], [55, 25], [55, 26], [55, 33], [55, 34], [55, 35], [56, 26], [56, 27], [56, 31], [56, 32], [56, 33], [56, 34], [57, 27], [57, 28], [57, 29], [57, 30], [57, 31], [57, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:40:50.502417Z\n- action_type: message\n- message: Like\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n- [2026-05-08T17:26:09.366492Z] follower | action_type=message\n  message: No you are amazing! How about now?\n- [2026-05-08T17:27:08.374000Z] follower | action_type=message\n  message: Yay thanks for your patience. let me know the next route!\n- [2026-05-08T17:28:08.065962Z] follower | action_type=message\n  message: okay so we are making a huge u turn around the pyramid to head to the left side of the forest\n- [2026-05-08T17:29:05.768649Z] follower | action_type=message\n  message: okay let me try it out\n- [2026-05-08T17:30:47.115928Z] follower | action_type=message\n  message: This is really helpful!\n- [2026-05-08T17:31:49.803341Z] follower | action_type=message\n  message: Does that look okay for you?\n- [2026-05-08T17:33:00.897017Z] follower | action_type=message\n  message: was it too right?\n- [2026-05-08T17:34:01.421831Z] follower | action_type=message\n  message: Sorry my drawing is too bad\n- [2026-05-08T17:34:10.184430Z] follower | action_type=message\n  message: Um pointy curve on which side do you mean?\n- [2026-05-08T17:34:53.367745Z] follower | action_type=message\n  message: oh do mean the curve on top of the igloo?\n- [2026-05-08T17:35:50.085883Z] follower | action_type=message\n  message: Okay I should have just kept our previous one\n- [2026-05-08T17:35:53.628450Z] follower | action_type=message\n  message: No you are good!\n- [2026-05-08T17:36:18.984257Z] follower | action_type=message\n  message: And then turn around at the igloo to head toward the right side of the bridge?\n- [2026-05-08T17:37:12.477729Z] follower | action_type=message\n  message: oh now I got what \"b\" means! How does that look?\n- [2026-05-08T17:37:43.528453Z] follower | action_type=message\n  message: Like now?\n- [2026-05-08T17:38:26.281398Z] follower | action_type=message\n  message: Alright! Thanks so much! Yes for sure\n- [2026-05-08T17:40:08.124559Z] follower | action_type=message\n  message: Oh oh so we are making a bigger turn there?\n- [2026-05-08T17:40:23.250642Z] follower | action_type=message\n  message: Like that?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Something was unclear and we were working it out\", \"partner_intent\": \"Probably understood our situation but I was not fully sure\", \"self_reasoning\": \"Grounding by sharing or requesting information to align\", \"rationale\": \"I was trying to explain further by providing visual cues, like typing in the shape, but it didn't work.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 174, "step_index": 81}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 8], [29, 9], [29, 22], [29, 23], [29, 24], [30, 8], [30, 9], [30, 23], [30, 24], [30, 25], [30, 26], [31, 8], [31, 9], [31, 25], [31, 26], [31, 27], [31, 28], [32, 8], [32, 9], [32, 27], [32, 28], [32, 29], [32, 30], [32, 31], [33, 8], [33, 9], [33, 29], [33, 30], [33, 31], [34, 8], [34, 9], [34, 29], [34, 30], [34, 31], [34, 32], [35, 8], [35, 9], [35, 30], [35, 31], [35, 32], [35, 33], [36, 8], [36, 31], [36, 32], [36, 33], [36, 34], [37, 7], [37, 8], [37, 31], [37, 32], [37, 34], [37, 35], [38, 7], [38, 8], [38, 32], [38, 33], [38, 34], [38, 35], [39, 6], [39, 7], [39, 32], [39, 33], [39, 35], [39, 36], [40, 6], [40, 7], [40, 13], [40, 14], [40, 15], [40, 33], [40, 34], [40, 35], [40, 36], [41, 5], [41, 6], [41, 11], [41, 12], [41, 13], [41, 14], [41, 15], [41, 16], [41, 17], [41, 33], [41, 34], [41, 36], [41, 37], [42, 5], [42, 6], [42, 11], [42, 12], [42, 17], [42, 18], [42, 33], [42, 34], [42, 36], [42, 37], [43, 4], [43, 5], [43, 11], [43, 18], [43, 19], [43, 34], [43, 36], [43, 37], [44, 4], [44, 5], [44, 10], [44, 11], [44, 18], [44, 19], [44, 34], [44, 35], [44, 37], [45, 3], [45, 4], [45, 7], [45, 10], [45, 11], [45, 19], [45, 20], [45, 34], [45, 35], [45, 37], [46, 3], [46, 4], [46, 10], [46, 11], [46, 19], [46, 20], [46, 34], [46, 35], [46, 37], [47, 3], [47, 4], [47, 10], [47, 19], [47, 20], [47, 21], [47, 34], [47, 35], [47, 37], [48, 4], [48, 8], [48, 9], [48, 10], [48, 20], [48, 21], [48, 34], [48, 35], [48, 37], [49, 4], [49, 5], [49, 6], [49, 7], [49, 8], [49, 9], [49, 10], [49, 21], [49, 22], [49, 29], [49, 30], [49, 34], [49, 35], [49, 37], [50, 21], [50, 22], [50, 28], [50, 29], [50, 30], [50, 31], [50, 34], [50, 35], [50, 37], [51, 22], [51, 23], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 34], [51, 35], [51, 36], [51, 37], [52, 23], [52, 24], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [52, 34], [52, 35], [52, 36], [52, 37], [53, 23], [53, 24], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 34], [53, 35], [53, 36], [54, 24], [54, 25], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [54, 33], [54, 34], [54, 35], [54, 36], [55, 24], [55, 25], [55, 26], [55, 33], [55, 34], [55, 35], [56, 26], [56, 27], [56, 31], [56, 32], [56, 33], [56, 34], [57, 27], [57, 28], [57, 29], [57, 30], [57, 31], [57, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:40:53.874372Z\n- action_type: message\n- message: -----\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n- [2026-05-08T17:26:09.366492Z] follower | action_type=message\n  message: No you are amazing! How about now?\n- [2026-05-08T17:27:08.374000Z] follower | action_type=message\n  message: Yay thanks for your patience. let me know the next route!\n- [2026-05-08T17:28:08.065962Z] follower | action_type=message\n  message: okay so we are making a huge u turn around the pyramid to head to the left side of the forest\n- [2026-05-08T17:29:05.768649Z] follower | action_type=message\n  message: okay let me try it out\n- [2026-05-08T17:30:47.115928Z] follower | action_type=message\n  message: This is really helpful!\n- [2026-05-08T17:31:49.803341Z] follower | action_type=message\n  message: Does that look okay for you?\n- [2026-05-08T17:33:00.897017Z] follower | action_type=message\n  message: was it too right?\n- [2026-05-08T17:34:01.421831Z] follower | action_type=message\n  message: Sorry my drawing is too bad\n- [2026-05-08T17:34:10.184430Z] follower | action_type=message\n  message: Um pointy curve on which side do you mean?\n- [2026-05-08T17:34:53.367745Z] follower | action_type=message\n  message: oh do mean the curve on top of the igloo?\n- [2026-05-08T17:35:50.085883Z] follower | action_type=message\n  message: Okay I should have just kept our previous one\n- [2026-05-08T17:35:53.628450Z] follower | action_type=message\n  message: No you are good!\n- [2026-05-08T17:36:18.984257Z] follower | action_type=message\n  message: And then turn around at the igloo to head toward the right side of the bridge?\n- [2026-05-08T17:37:12.477729Z] follower | action_type=message\n  message: oh now I got what \"b\" means! How does that look?\n- [2026-05-08T17:37:43.528453Z] follower | action_type=message\n  message: Like now?\n- [2026-05-08T17:38:26.281398Z] follower | action_type=message\n  message: Alright! Thanks so much! Yes for sure\n- [2026-05-08T17:40:08.124559Z] follower | action_type=message\n  message: Oh oh so we are making a bigger turn there?\n- [2026-05-08T17:40:23.250642Z] follower | action_type=message\n  message: Like that?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Something was unclear and we were working it out\", \"partner_intent\": \"Probably understood our situation but I was not fully sure\", \"self_reasoning\": \"Grounding by sharing or requesting information to align\", \"rationale\": \"I was trying to explain further by providing visual cues, like typing in the shape, but it didn't work.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 175, "step_index": 82}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 8], [29, 9], [29, 22], [29, 23], [29, 24], [30, 8], [30, 9], [30, 23], [30, 24], [30, 25], [30, 26], [31, 8], [31, 9], [31, 25], [31, 26], [31, 27], [31, 28], [32, 8], [32, 9], [32, 27], [32, 28], [32, 29], [32, 30], [32, 31], [33, 8], [33, 9], [33, 29], [33, 30], [33, 31], [34, 8], [34, 9], [34, 29], [34, 30], [34, 31], [34, 32], [35, 8], [35, 9], [35, 30], [35, 31], [35, 32], [35, 33], [36, 8], [36, 31], [36, 32], [36, 33], [36, 34], [37, 7], [37, 8], [37, 31], [37, 32], [37, 34], [37, 35], [38, 7], [38, 8], [38, 32], [38, 33], [38, 34], [38, 35], [39, 6], [39, 7], [39, 32], [39, 33], [39, 35], [39, 36], [40, 6], [40, 7], [40, 13], [40, 14], [40, 15], [40, 33], [40, 34], [40, 35], [40, 36], [41, 5], [41, 6], [41, 11], [41, 12], [41, 13], [41, 14], [41, 15], [41, 16], [41, 17], [41, 33], [41, 34], [41, 36], [41, 37], [42, 5], [42, 6], [42, 11], [42, 12], [42, 17], [42, 18], [42, 33], [42, 34], [42, 36], [42, 37], [43, 4], [43, 5], [43, 11], [43, 18], [43, 19], [43, 34], [43, 36], [43, 37], [44, 4], [44, 5], [44, 10], [44, 11], [44, 18], [44, 19], [44, 34], [44, 35], [44, 37], [45, 3], [45, 4], [45, 7], [45, 10], [45, 11], [45, 19], [45, 20], [45, 34], [45, 35], [45, 37], [46, 3], [46, 4], [46, 10], [46, 11], [46, 19], [46, 20], [46, 34], [46, 35], [46, 37], [47, 3], [47, 4], [47, 10], [47, 19], [47, 20], [47, 21], [47, 34], [47, 35], [47, 37], [48, 4], [48, 8], [48, 9], [48, 10], [48, 20], [48, 21], [48, 34], [48, 35], [48, 37], [49, 4], [49, 5], [49, 6], [49, 7], [49, 8], [49, 9], [49, 10], [49, 21], [49, 22], [49, 29], [49, 30], [49, 34], [49, 35], [49, 37], [50, 21], [50, 22], [50, 28], [50, 29], [50, 30], [50, 31], [50, 34], [50, 35], [50, 37], [51, 22], [51, 23], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 34], [51, 35], [51, 36], [51, 37], [52, 23], [52, 24], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [52, 34], [52, 35], [52, 36], [52, 37], [53, 23], [53, 24], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 34], [53, 35], [53, 36], [54, 24], [54, 25], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [54, 33], [54, 34], [54, 35], [54, 36], [55, 24], [55, 25], [55, 26], [55, 33], [55, 34], [55, 35], [56, 26], [56, 27], [56, 31], [56, 32], [56, 33], [56, 34], [57, 27], [57, 28], [57, 29], [57, 30], [57, 31], [57, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:40:56.691165Z\n- action_type: message\n- message: |\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n- [2026-05-08T17:26:09.366492Z] follower | action_type=message\n  message: No you are amazing! How about now?\n- [2026-05-08T17:27:08.374000Z] follower | action_type=message\n  message: Yay thanks for your patience. let me know the next route!\n- [2026-05-08T17:28:08.065962Z] follower | action_type=message\n  message: okay so we are making a huge u turn around the pyramid to head to the left side of the forest\n- [2026-05-08T17:29:05.768649Z] follower | action_type=message\n  message: okay let me try it out\n- [2026-05-08T17:30:47.115928Z] follower | action_type=message\n  message: This is really helpful!\n- [2026-05-08T17:31:49.803341Z] follower | action_type=message\n  message: Does that look okay for you?\n- [2026-05-08T17:33:00.897017Z] follower | action_type=message\n  message: was it too right?\n- [2026-05-08T17:34:01.421831Z] follower | action_type=message\n  message: Sorry my drawing is too bad\n- [2026-05-08T17:34:10.184430Z] follower | action_type=message\n  message: Um pointy curve on which side do you mean?\n- [2026-05-08T17:34:53.367745Z] follower | action_type=message\n  message: oh do mean the curve on top of the igloo?\n- [2026-05-08T17:35:50.085883Z] follower | action_type=message\n  message: Okay I should have just kept our previous one\n- [2026-05-08T17:35:53.628450Z] follower | action_type=message\n  message: No you are good!\n- [2026-05-08T17:36:18.984257Z] follower | action_type=message\n  message: And then turn around at the igloo to head toward the right side of the bridge?\n- [2026-05-08T17:37:12.477729Z] follower | action_type=message\n  message: oh now I got what \"b\" means! How does that look?\n- [2026-05-08T17:37:43.528453Z] follower | action_type=message\n  message: Like now?\n- [2026-05-08T17:38:26.281398Z] follower | action_type=message\n  message: Alright! Thanks so much! Yes for sure\n- [2026-05-08T17:40:08.124559Z] follower | action_type=message\n  message: Oh oh so we are making a bigger turn there?\n- [2026-05-08T17:40:23.250642Z] follower | action_type=message\n  message: Like that?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Something was unclear and we were working it out\", \"partner_intent\": \"Probably understood our situation but I was not fully sure\", \"self_reasoning\": \"Grounding by sharing or requesting information to align\", \"rationale\": \"I was trying to explain further by providing visual cues, like typing in the shape, but it didn't work.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 176, "step_index": 83}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 8], [29, 9], [29, 22], [29, 23], [29, 24], [30, 8], [30, 9], [30, 23], [30, 24], [30, 25], [30, 26], [31, 8], [31, 9], [31, 25], [31, 26], [31, 27], [31, 28], [32, 8], [32, 9], [32, 27], [32, 28], [32, 29], [32, 30], [32, 31], [33, 8], [33, 9], [33, 29], [33, 30], [33, 31], [34, 8], [34, 9], [34, 29], [34, 30], [34, 31], [34, 32], [35, 8], [35, 9], [35, 30], [35, 31], [35, 32], [35, 33], [36, 8], [36, 31], [36, 32], [36, 33], [36, 34], [37, 7], [37, 8], [37, 31], [37, 32], [37, 34], [37, 35], [38, 7], [38, 8], [38, 32], [38, 33], [38, 34], [38, 35], [39, 6], [39, 7], [39, 32], [39, 33], [39, 35], [39, 36], [40, 6], [40, 7], [40, 13], [40, 14], [40, 15], [40, 33], [40, 34], [40, 35], [40, 36], [41, 5], [41, 6], [41, 11], [41, 12], [41, 13], [41, 14], [41, 15], [41, 16], [41, 17], [41, 33], [41, 34], [41, 36], [41, 37], [42, 5], [42, 6], [42, 11], [42, 12], [42, 17], [42, 18], [42, 33], [42, 34], [42, 36], [42, 37], [43, 4], [43, 5], [43, 11], [43, 18], [43, 19], [43, 34], [43, 36], [43, 37], [44, 4], [44, 5], [44, 10], [44, 11], [44, 18], [44, 19], [44, 34], [44, 35], [44, 37], [45, 3], [45, 4], [45, 7], [45, 10], [45, 11], [45, 19], [45, 20], [45, 34], [45, 35], [45, 37], [46, 3], [46, 4], [46, 10], [46, 11], [46, 19], [46, 20], [46, 34], [46, 35], [46, 37], [47, 3], [47, 4], [47, 10], [47, 19], [47, 20], [47, 21], [47, 34], [47, 35], [47, 37], [48, 4], [48, 8], [48, 9], [48, 10], [48, 20], [48, 21], [48, 34], [48, 35], [48, 37], [49, 4], [49, 5], [49, 6], [49, 7], [49, 8], [49, 9], [49, 10], [49, 21], [49, 22], [49, 29], [49, 30], [49, 34], [49, 35], [49, 37], [50, 21], [50, 22], [50, 28], [50, 29], [50, 30], [50, 31], [50, 34], [50, 35], [50, 37], [51, 22], [51, 23], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 34], [51, 35], [51, 36], [51, 37], [52, 23], [52, 24], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [52, 34], [52, 35], [52, 36], [52, 37], [53, 23], [53, 24], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 34], [53, 35], [53, 36], [54, 24], [54, 25], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [54, 33], [54, 34], [54, 35], [54, 36], [55, 24], [55, 25], [55, 26], [55, 33], [55, 34], [55, 35], [56, 26], [56, 27], [56, 31], [56, 32], [56, 33], [56, 34], [57, 27], [57, 28], [57, 29], [57, 30], [57, 31], [57, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:41:04.968709Z\n- action_type: message\n- message: Ugh sorry that didn't work\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n- [2026-05-08T17:26:09.366492Z] follower | action_type=message\n  message: No you are amazing! How about now?\n- [2026-05-08T17:27:08.374000Z] follower | action_type=message\n  message: Yay thanks for your patience. let me know the next route!\n- [2026-05-08T17:28:08.065962Z] follower | action_type=message\n  message: okay so we are making a huge u turn around the pyramid to head to the left side of the forest\n- [2026-05-08T17:29:05.768649Z] follower | action_type=message\n  message: okay let me try it out\n- [2026-05-08T17:30:47.115928Z] follower | action_type=message\n  message: This is really helpful!\n- [2026-05-08T17:31:49.803341Z] follower | action_type=message\n  message: Does that look okay for you?\n- [2026-05-08T17:33:00.897017Z] follower | action_type=message\n  message: was it too right?\n- [2026-05-08T17:34:01.421831Z] follower | action_type=message\n  message: Sorry my drawing is too bad\n- [2026-05-08T17:34:10.184430Z] follower | action_type=message\n  message: Um pointy curve on which side do you mean?\n- [2026-05-08T17:34:53.367745Z] follower | action_type=message\n  message: oh do mean the curve on top of the igloo?\n- [2026-05-08T17:35:50.085883Z] follower | action_type=message\n  message: Okay I should have just kept our previous one\n- [2026-05-08T17:35:53.628450Z] follower | action_type=message\n  message: No you are good!\n- [2026-05-08T17:36:18.984257Z] follower | action_type=message\n  message: And then turn around at the igloo to head toward the right side of the bridge?\n- [2026-05-08T17:37:12.477729Z] follower | action_type=message\n  message: oh now I got what \"b\" means! How does that look?\n- [2026-05-08T17:37:43.528453Z] follower | action_type=message\n  message: Like now?\n- [2026-05-08T17:38:26.281398Z] follower | action_type=message\n  message: Alright! Thanks so much! Yes for sure\n- [2026-05-08T17:40:08.124559Z] follower | action_type=message\n  message: Oh oh so we are making a bigger turn there?\n- [2026-05-08T17:40:23.250642Z] follower | action_type=message\n  message: Like that?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Something was unclear and we were working it out\", \"partner_intent\": \"Probably understood our situation but I was not fully sure\", \"self_reasoning\": \"Grounding by sharing or requesting information to align\", \"rationale\": \"I was trying to explain further by providing visual cues, like typing in the shape, but it didn't work.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 177, "step_index": 84}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [26, 28], [26, 29], [26, 30], [26, 31], [26, 32], [26, 33], [26, 34], [26, 35], [27, 20], [27, 21], [27, 22], [27, 30], [27, 31], [27, 32], [27, 33], [27, 34], [27, 35], [28, 21], [28, 22], [28, 23], [28, 35], [29, 8], [29, 9], [29, 22], [29, 23], [29, 24], [29, 35], [30, 8], [30, 9], [30, 23], [30, 24], [30, 25], [30, 26], [30, 28], [30, 29], [30, 30], [30, 31], [30, 32], [30, 33], [30, 34], [30, 35], [31, 8], [31, 9], [31, 25], [31, 26], [31, 27], [31, 28], [31, 29], [31, 30], [31, 31], [32, 8], [32, 9], [32, 27], [32, 28], [32, 29], [32, 30], [32, 31], [33, 8], [33, 9], [33, 29], [33, 30], [33, 31], [34, 8], [34, 9], [34, 29], [34, 30], [34, 31], [34, 32], [35, 8], [35, 9], [35, 30], [35, 31], [35, 32], [35, 33], [36, 8], [36, 31], [36, 32], [36, 33], [36, 34], [37, 7], [37, 8], [37, 31], [37, 32], [37, 34], [37, 35], [38, 7], [38, 8], [38, 32], [38, 33], [38, 34], [38, 35], [39, 6], [39, 7], [39, 32], [39, 33], [39, 35], [39, 36], [40, 6], [40, 7], [40, 13], [40, 14], [40, 15], [40, 33], [40, 34], [40, 35], [40, 36], [41, 5], [41, 6], [41, 11], [41, 12], [41, 13], [41, 14], [41, 15], [41, 16], [41, 17], [41, 33], [41, 34], [41, 36], [41, 37], [42, 5], [42, 6], [42, 11], [42, 12], [42, 17], [42, 18], [42, 33], [42, 34], [42, 36], [42, 37], [43, 4], [43, 5], [43, 11], [43, 18], [43, 19], [43, 34], [43, 36], [43, 37], [44, 4], [44, 5], [44, 10], [44, 11], [44, 18], [44, 19], [44, 34], [44, 35], [44, 37], [45, 3], [45, 4], [45, 7], [45, 10], [45, 11], [45, 19], [45, 20], [45, 34], [45, 35], [45, 37], [46, 3], [46, 4], [46, 10], [46, 11], [46, 19], [46, 20], [46, 34], [46, 35], [46, 37], [47, 3], [47, 4], [47, 10], [47, 19], [47, 20], [47, 21], [47, 34], [47, 35], [47, 37], [48, 4], [48, 8], [48, 9], [48, 10], [48, 20], [48, 21], [48, 34], [48, 35], [48, 37], [49, 4], [49, 5], [49, 6], [49, 7], [49, 8], [49, 9], [49, 10], [49, 21], [49, 22], [49, 29], [49, 30], [49, 34], [49, 35], [49, 37], [50, 21], [50, 22], [50, 28], [50, 29], [50, 30], [50, 31], [50, 34], [50, 35], [50, 37], [51, 22], [51, 23], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 34], [51, 35], [51, 36], [51, 37], [52, 23], [52, 24], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [52, 34], [52, 35], [52, 36], [52, 37], [53, 23], [53, 24], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 34], [53, 35], [53, 36], [54, 24], [54, 25], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [54, 33], [54, 34], [54, 35], [54, 36], [55, 24], [55, 25], [55, 26], [55, 33], [55, 34], [55, 35], [56, 26], [56, 27], [56, 31], [56, 32], [56, 33], [56, 34], [57, 27], [57, 28], [57, 29], [57, 30], [57, 31], [57, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:41:47.722818Z\n- action_type: message\n- message: Can you plz move the X mark horizontally to the right\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n- [2026-05-08T17:26:09.366492Z] follower | action_type=message\n  message: No you are amazing! How about now?\n- [2026-05-08T17:27:08.374000Z] follower | action_type=message\n  message: Yay thanks for your patience. let me know the next route!\n- [2026-05-08T17:28:08.065962Z] follower | action_type=message\n  message: okay so we are making a huge u turn around the pyramid to head to the left side of the forest\n- [2026-05-08T17:29:05.768649Z] follower | action_type=message\n  message: okay let me try it out\n- [2026-05-08T17:30:47.115928Z] follower | action_type=message\n  message: This is really helpful!\n- [2026-05-08T17:31:49.803341Z] follower | action_type=message\n  message: Does that look okay for you?\n- [2026-05-08T17:33:00.897017Z] follower | action_type=message\n  message: was it too right?\n- [2026-05-08T17:34:01.421831Z] follower | action_type=message\n  message: Sorry my drawing is too bad\n- [2026-05-08T17:34:10.184430Z] follower | action_type=message\n  message: Um pointy curve on which side do you mean?\n- [2026-05-08T17:34:53.367745Z] follower | action_type=message\n  message: oh do mean the curve on top of the igloo?\n- [2026-05-08T17:35:50.085883Z] follower | action_type=message\n  message: Okay I should have just kept our previous one\n- [2026-05-08T17:35:53.628450Z] follower | action_type=message\n  message: No you are good!\n- [2026-05-08T17:36:18.984257Z] follower | action_type=message\n  message: And then turn around at the igloo to head toward the right side of the bridge?\n- [2026-05-08T17:37:12.477729Z] follower | action_type=message\n  message: oh now I got what \"b\" means! How does that look?\n- [2026-05-08T17:37:43.528453Z] follower | action_type=message\n  message: Like now?\n- [2026-05-08T17:38:26.281398Z] follower | action_type=message\n  message: Alright! Thanks so much! Yes for sure\n- [2026-05-08T17:40:08.124559Z] follower | action_type=message\n  message: Oh oh so we are making a bigger turn there?\n- [2026-05-08T17:40:23.250642Z] follower | action_type=message\n  message: Like that?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Something was unclear and we were working it out\", \"partner_intent\": \"Probably understood our situation but I was not fully sure\", \"self_reasoning\": \"Grounding by sharing or requesting information to align\", \"rationale\": \"I was just providing more information so that I can clarify. I think my partner was a little confused at this point.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 179, "step_index": 85}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [26, 28], [26, 29], [26, 30], [26, 31], [26, 32], [26, 33], [26, 34], [26, 35], [27, 20], [27, 21], [27, 22], [27, 30], [27, 31], [27, 32], [27, 33], [27, 34], [27, 35], [28, 21], [28, 22], [28, 23], [28, 35], [29, 8], [29, 9], [29, 22], [29, 23], [29, 24], [29, 35], [30, 8], [30, 9], [30, 23], [30, 24], [30, 25], [30, 26], [30, 28], [30, 29], [30, 30], [30, 31], [30, 32], [30, 33], [30, 34], [30, 35], [31, 8], [31, 9], [31, 25], [31, 26], [31, 27], [31, 28], [31, 29], [31, 30], [31, 31], [32, 8], [32, 9], [32, 27], [32, 28], [32, 29], [32, 30], [32, 31], [33, 8], [33, 9], [33, 29], [33, 30], [33, 31], [34, 8], [34, 9], [34, 29], [34, 30], [34, 31], [34, 32], [35, 8], [35, 9], [35, 30], [35, 31], [35, 32], [35, 33], [36, 8], [36, 31], [36, 32], [36, 33], [36, 34], [37, 7], [37, 8], [37, 31], [37, 32], [37, 34], [37, 35], [38, 7], [38, 8], [38, 32], [38, 33], [38, 34], [38, 35], [39, 6], [39, 7], [39, 32], [39, 33], [39, 35], [39, 36], [40, 6], [40, 7], [40, 13], [40, 14], [40, 15], [40, 33], [40, 34], [40, 35], [40, 36], [41, 5], [41, 6], [41, 11], [41, 12], [41, 13], [41, 14], [41, 15], [41, 16], [41, 17], [41, 33], [41, 34], [41, 36], [41, 37], [42, 5], [42, 6], [42, 11], [42, 12], [42, 17], [42, 18], [42, 33], [42, 34], [42, 36], [42, 37], [43, 4], [43, 5], [43, 11], [43, 18], [43, 19], [43, 34], [43, 36], [43, 37], [44, 4], [44, 5], [44, 10], [44, 11], [44, 18], [44, 19], [44, 34], [44, 35], [44, 37], [45, 3], [45, 4], [45, 7], [45, 10], [45, 11], [45, 19], [45, 20], [45, 34], [45, 35], [45, 37], [46, 3], [46, 4], [46, 10], [46, 11], [46, 19], [46, 20], [46, 34], [46, 35], [46, 37], [47, 3], [47, 4], [47, 10], [47, 19], [47, 20], [47, 21], [47, 34], [47, 35], [47, 37], [48, 4], [48, 8], [48, 9], [48, 10], [48, 20], [48, 21], [48, 34], [48, 35], [48, 37], [49, 4], [49, 5], [49, 6], [49, 7], [49, 8], [49, 9], [49, 10], [49, 21], [49, 22], [49, 29], [49, 30], [49, 34], [49, 35], [49, 37], [50, 21], [50, 22], [50, 28], [50, 29], [50, 30], [50, 31], [50, 34], [50, 35], [50, 37], [51, 22], [51, 23], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 34], [51, 35], [51, 36], [51, 37], [52, 23], [52, 24], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [52, 34], [52, 35], [52, 36], [52, 37], [53, 23], [53, 24], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 34], [53, 35], [53, 36], [54, 24], [54, 25], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [54, 33], [54, 34], [54, 35], [54, 36], [55, 24], [55, 25], [55, 26], [55, 33], [55, 34], [55, 35], [56, 26], [56, 27], [56, 31], [56, 32], [56, 33], [56, 34], [57, 27], [57, 28], [57, 29], [57, 30], [57, 31], [57, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:41:52.296006Z\n- action_type: message\n- message: I think then we can just connect\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n- [2026-05-08T17:26:09.366492Z] follower | action_type=message\n  message: No you are amazing! How about now?\n- [2026-05-08T17:27:08.374000Z] follower | action_type=message\n  message: Yay thanks for your patience. let me know the next route!\n- [2026-05-08T17:28:08.065962Z] follower | action_type=message\n  message: okay so we are making a huge u turn around the pyramid to head to the left side of the forest\n- [2026-05-08T17:29:05.768649Z] follower | action_type=message\n  message: okay let me try it out\n- [2026-05-08T17:30:47.115928Z] follower | action_type=message\n  message: This is really helpful!\n- [2026-05-08T17:31:49.803341Z] follower | action_type=message\n  message: Does that look okay for you?\n- [2026-05-08T17:33:00.897017Z] follower | action_type=message\n  message: was it too right?\n- [2026-05-08T17:34:01.421831Z] follower | action_type=message\n  message: Sorry my drawing is too bad\n- [2026-05-08T17:34:10.184430Z] follower | action_type=message\n  message: Um pointy curve on which side do you mean?\n- [2026-05-08T17:34:53.367745Z] follower | action_type=message\n  message: oh do mean the curve on top of the igloo?\n- [2026-05-08T17:35:50.085883Z] follower | action_type=message\n  message: Okay I should have just kept our previous one\n- [2026-05-08T17:35:53.628450Z] follower | action_type=message\n  message: No you are good!\n- [2026-05-08T17:36:18.984257Z] follower | action_type=message\n  message: And then turn around at the igloo to head toward the right side of the bridge?\n- [2026-05-08T17:37:12.477729Z] follower | action_type=message\n  message: oh now I got what \"b\" means! How does that look?\n- [2026-05-08T17:37:43.528453Z] follower | action_type=message\n  message: Like now?\n- [2026-05-08T17:38:26.281398Z] follower | action_type=message\n  message: Alright! Thanks so much! Yes for sure\n- [2026-05-08T17:40:08.124559Z] follower | action_type=message\n  message: Oh oh so we are making a bigger turn there?\n- [2026-05-08T17:40:23.250642Z] follower | action_type=message\n  message: Like that?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Something was unclear and we were working it out\", \"partner_intent\": \"Probably understood our situation but I was not fully sure\", \"self_reasoning\": \"Grounding by sharing or requesting information to align\", \"rationale\": \"I was just providing more information so that I can clarify. I think my partner was a little confused at this point.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 180, "step_index": 86}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [26, 28], [26, 29], [26, 30], [26, 31], [26, 32], [26, 33], [26, 34], [26, 35], [27, 20], [27, 21], [27, 22], [27, 30], [27, 31], [27, 32], [27, 33], [27, 34], [27, 35], [28, 21], [28, 22], [28, 23], [28, 35], [29, 8], [29, 9], [29, 22], [29, 23], [29, 24], [29, 35], [30, 8], [30, 9], [30, 23], [30, 24], [30, 25], [30, 26], [30, 28], [30, 29], [30, 30], [30, 31], [30, 32], [30, 33], [30, 34], [30, 35], [31, 8], [31, 9], [31, 25], [31, 26], [31, 27], [31, 28], [31, 29], [31, 30], [31, 31], [32, 8], [32, 9], [32, 27], [32, 28], [32, 29], [32, 30], [32, 31], [33, 8], [33, 9], [33, 29], [33, 30], [33, 31], [34, 8], [34, 9], [34, 29], [34, 30], [34, 31], [34, 32], [35, 8], [35, 9], [35, 30], [35, 31], [35, 32], [35, 33], [36, 8], [36, 31], [36, 32], [36, 33], [36, 34], [37, 7], [37, 8], [37, 31], [37, 32], [37, 34], [37, 35], [38, 7], [38, 8], [38, 32], [38, 33], [38, 34], [38, 35], [39, 6], [39, 7], [39, 32], [39, 33], [39, 35], [39, 36], [40, 6], [40, 7], [40, 13], [40, 14], [40, 15], [40, 33], [40, 34], [40, 35], [40, 36], [41, 5], [41, 6], [41, 11], [41, 12], [41, 13], [41, 14], [41, 15], [41, 16], [41, 17], [41, 33], [41, 34], [41, 36], [41, 37], [42, 5], [42, 6], [42, 11], [42, 12], [42, 17], [42, 18], [42, 33], [42, 34], [42, 36], [42, 37], [43, 4], [43, 5], [43, 11], [43, 18], [43, 19], [43, 34], [43, 36], [43, 37], [44, 4], [44, 5], [44, 10], [44, 11], [44, 18], [44, 19], [44, 34], [44, 35], [44, 37], [45, 3], [45, 4], [45, 7], [45, 10], [45, 11], [45, 19], [45, 20], [45, 34], [45, 35], [45, 37], [46, 3], [46, 4], [46, 10], [46, 11], [46, 19], [46, 20], [46, 34], [46, 35], [46, 37], [47, 3], [47, 4], [47, 10], [47, 19], [47, 20], [47, 21], [47, 34], [47, 35], [47, 37], [48, 4], [48, 8], [48, 9], [48, 10], [48, 20], [48, 21], [48, 34], [48, 35], [48, 37], [49, 4], [49, 5], [49, 6], [49, 7], [49, 8], [49, 9], [49, 10], [49, 21], [49, 22], [49, 29], [49, 30], [49, 34], [49, 35], [49, 37], [50, 21], [50, 22], [50, 28], [50, 29], [50, 30], [50, 31], [50, 34], [50, 35], [50, 37], [51, 22], [51, 23], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 34], [51, 35], [51, 36], [51, 37], [52, 23], [52, 24], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [52, 34], [52, 35], [52, 36], [52, 37], [53, 23], [53, 24], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 34], [53, 35], [53, 36], [54, 24], [54, 25], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [54, 33], [54, 34], [54, 35], [54, 36], [55, 24], [55, 25], [55, 26], [55, 33], [55, 34], [55, 35], [56, 26], [56, 27], [56, 31], [56, 32], [56, 33], [56, 34], [57, 27], [57, 28], [57, 29], [57, 30], [57, 31], [57, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:41:57.275815Z\n- action_type: message\n- message: Yeah almost\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n- [2026-05-08T17:26:09.366492Z] follower | action_type=message\n  message: No you are amazing! How about now?\n- [2026-05-08T17:27:08.374000Z] follower | action_type=message\n  message: Yay thanks for your patience. let me know the next route!\n- [2026-05-08T17:28:08.065962Z] follower | action_type=message\n  message: okay so we are making a huge u turn around the pyramid to head to the left side of the forest\n- [2026-05-08T17:29:05.768649Z] follower | action_type=message\n  message: okay let me try it out\n- [2026-05-08T17:30:47.115928Z] follower | action_type=message\n  message: This is really helpful!\n- [2026-05-08T17:31:49.803341Z] follower | action_type=message\n  message: Does that look okay for you?\n- [2026-05-08T17:33:00.897017Z] follower | action_type=message\n  message: was it too right?\n- [2026-05-08T17:34:01.421831Z] follower | action_type=message\n  message: Sorry my drawing is too bad\n- [2026-05-08T17:34:10.184430Z] follower | action_type=message\n  message: Um pointy curve on which side do you mean?\n- [2026-05-08T17:34:53.367745Z] follower | action_type=message\n  message: oh do mean the curve on top of the igloo?\n- [2026-05-08T17:35:50.085883Z] follower | action_type=message\n  message: Okay I should have just kept our previous one\n- [2026-05-08T17:35:53.628450Z] follower | action_type=message\n  message: No you are good!\n- [2026-05-08T17:36:18.984257Z] follower | action_type=message\n  message: And then turn around at the igloo to head toward the right side of the bridge?\n- [2026-05-08T17:37:12.477729Z] follower | action_type=message\n  message: oh now I got what \"b\" means! How does that look?\n- [2026-05-08T17:37:43.528453Z] follower | action_type=message\n  message: Like now?\n- [2026-05-08T17:38:26.281398Z] follower | action_type=message\n  message: Alright! Thanks so much! Yes for sure\n- [2026-05-08T17:40:08.124559Z] follower | action_type=message\n  message: Oh oh so we are making a bigger turn there?\n- [2026-05-08T17:40:23.250642Z] follower | action_type=message\n  message: Like that?\n- [2026-05-08T17:41:53.299870Z] follower | action_type=message\n  message: each corners should have 90 degree you mean?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Something was unclear and we were working it out\", \"partner_intent\": \"Probably understood our situation but I was not fully sure\", \"self_reasoning\": \"Grounding by sharing or requesting information to align\", \"rationale\": \"My partner asked me a clarifying question about the corner, so I confirmed. I did this to provide confirmation and move forward. I think my partner was looking for more information.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 182, "step_index": 87}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [26, 28], [26, 29], [26, 30], [26, 31], [26, 32], [26, 33], [26, 34], [26, 35], [27, 20], [27, 21], [27, 22], [27, 30], [27, 31], [27, 32], [27, 33], [27, 34], [27, 35], [28, 21], [28, 22], [28, 23], [28, 35], [29, 8], [29, 9], [29, 22], [29, 23], [29, 24], [29, 35], [30, 8], [30, 9], [30, 23], [30, 24], [30, 25], [30, 26], [30, 28], [30, 29], [30, 30], [30, 31], [30, 32], [30, 33], [30, 34], [30, 35], [31, 8], [31, 9], [31, 25], [31, 26], [31, 27], [31, 28], [31, 29], [31, 30], [31, 31], [32, 8], [32, 9], [32, 27], [32, 28], [32, 29], [32, 30], [32, 31], [32, 34], [32, 35], [32, 36], [33, 8], [33, 9], [33, 29], [33, 30], [33, 31], [33, 34], [33, 35], [33, 36], [34, 8], [34, 9], [34, 29], [34, 30], [34, 31], [34, 32], [34, 34], [34, 35], [34, 36], [35, 8], [35, 9], [35, 30], [35, 31], [35, 32], [35, 33], [36, 8], [36, 31], [36, 32], [36, 33], [36, 34], [37, 7], [37, 8], [37, 31], [37, 32], [37, 34], [37, 35], [38, 7], [38, 8], [38, 32], [38, 33], [38, 34], [38, 35], [39, 6], [39, 7], [39, 32], [39, 33], [39, 35], [39, 36], [40, 6], [40, 7], [40, 13], [40, 14], [40, 15], [40, 33], [40, 34], [40, 35], [40, 36], [41, 5], [41, 6], [41, 11], [41, 12], [41, 13], [41, 14], [41, 15], [41, 16], [41, 17], [41, 33], [41, 34], [41, 36], [41, 37], [42, 5], [42, 6], [42, 11], [42, 12], [42, 17], [42, 18], [42, 33], [42, 34], [42, 36], [42, 37], [43, 4], [43, 5], [43, 11], [43, 18], [43, 19], [43, 34], [43, 36], [43, 37], [44, 4], [44, 5], [44, 10], [44, 11], [44, 18], [44, 19], [44, 34], [44, 35], [44, 37], [45, 3], [45, 4], [45, 7], [45, 10], [45, 11], [45, 19], [45, 20], [45, 34], [45, 35], [45, 37], [46, 3], [46, 4], [46, 10], [46, 11], [46, 19], [46, 20], [46, 34], [46, 35], [46, 37], [47, 3], [47, 4], [47, 10], [47, 19], [47, 20], [47, 21], [47, 34], [47, 35], [47, 37], [48, 4], [48, 8], [48, 9], [48, 10], [48, 20], [48, 21], [48, 34], [48, 35], [48, 37], [49, 4], [49, 5], [49, 6], [49, 7], [49, 8], [49, 9], [49, 10], [49, 21], [49, 22], [49, 29], [49, 30], [49, 34], [49, 35], [49, 37], [50, 21], [50, 22], [50, 28], [50, 29], [50, 30], [50, 31], [50, 34], [50, 35], [50, 37], [51, 22], [51, 23], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 34], [51, 35], [51, 36], [51, 37], [52, 23], [52, 24], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [52, 34], [52, 35], [52, 36], [52, 37], [53, 23], [53, 24], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 34], [53, 35], [53, 36], [54, 24], [54, 25], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [54, 33], [54, 34], [54, 35], [54, 36], [55, 24], [55, 25], [55, 26], [55, 33], [55, 34], [55, 35], [56, 26], [56, 27], [56, 31], [56, 32], [56, 33], [56, 34], [57, 27], [57, 28], [57, 29], [57, 30], [57, 31], [57, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:42:01.042375Z\n- action_type: message\n- message: but rounded\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n- [2026-05-08T17:26:09.366492Z] follower | action_type=message\n  message: No you are amazing! How about now?\n- [2026-05-08T17:27:08.374000Z] follower | action_type=message\n  message: Yay thanks for your patience. let me know the next route!\n- [2026-05-08T17:28:08.065962Z] follower | action_type=message\n  message: okay so we are making a huge u turn around the pyramid to head to the left side of the forest\n- [2026-05-08T17:29:05.768649Z] follower | action_type=message\n  message: okay let me try it out\n- [2026-05-08T17:30:47.115928Z] follower | action_type=message\n  message: This is really helpful!\n- [2026-05-08T17:31:49.803341Z] follower | action_type=message\n  message: Does that look okay for you?\n- [2026-05-08T17:33:00.897017Z] follower | action_type=message\n  message: was it too right?\n- [2026-05-08T17:34:01.421831Z] follower | action_type=message\n  message: Sorry my drawing is too bad\n- [2026-05-08T17:34:10.184430Z] follower | action_type=message\n  message: Um pointy curve on which side do you mean?\n- [2026-05-08T17:34:53.367745Z] follower | action_type=message\n  message: oh do mean the curve on top of the igloo?\n- [2026-05-08T17:35:50.085883Z] follower | action_type=message\n  message: Okay I should have just kept our previous one\n- [2026-05-08T17:35:53.628450Z] follower | action_type=message\n  message: No you are good!\n- [2026-05-08T17:36:18.984257Z] follower | action_type=message\n  message: And then turn around at the igloo to head toward the right side of the bridge?\n- [2026-05-08T17:37:12.477729Z] follower | action_type=message\n  message: oh now I got what \"b\" means! How does that look?\n- [2026-05-08T17:37:43.528453Z] follower | action_type=message\n  message: Like now?\n- [2026-05-08T17:38:26.281398Z] follower | action_type=message\n  message: Alright! Thanks so much! Yes for sure\n- [2026-05-08T17:40:08.124559Z] follower | action_type=message\n  message: Oh oh so we are making a bigger turn there?\n- [2026-05-08T17:40:23.250642Z] follower | action_type=message\n  message: Like that?\n- [2026-05-08T17:41:53.299870Z] follower | action_type=message\n  message: each corners should have 90 degree you mean?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Something was unclear and we were working it out\", \"partner_intent\": \"Probably understood our situation but I was not fully sure\", \"self_reasoning\": \"Grounding by sharing or requesting information to align\", \"rationale\": \"I was just providing more information on top of the comment I provided before.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 185, "step_index": 88}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [26, 28], [26, 29], [26, 30], [26, 31], [26, 32], [26, 33], [26, 34], [26, 35], [27, 20], [27, 21], [27, 22], [27, 30], [27, 31], [27, 32], [27, 33], [27, 34], [27, 35], [28, 21], [28, 22], [28, 23], [28, 35], [29, 8], [29, 9], [29, 22], [29, 23], [29, 24], [29, 35], [30, 8], [30, 9], [30, 23], [30, 24], [30, 25], [30, 26], [30, 28], [30, 29], [30, 30], [30, 31], [30, 32], [30, 33], [30, 34], [30, 35], [31, 8], [31, 9], [31, 25], [31, 26], [31, 27], [31, 28], [31, 29], [31, 30], [31, 31], [32, 8], [32, 9], [32, 27], [32, 28], [32, 29], [32, 30], [32, 31], [32, 34], [32, 35], [32, 36], [33, 8], [33, 9], [33, 29], [33, 30], [33, 31], [33, 34], [33, 35], [33, 36], [34, 8], [34, 9], [34, 29], [34, 30], [34, 31], [34, 32], [34, 34], [34, 35], [34, 36], [35, 8], [35, 9], [35, 30], [35, 31], [35, 32], [35, 33], [36, 8], [36, 31], [36, 32], [36, 33], [36, 34], [37, 7], [37, 8], [37, 31], [37, 32], [37, 34], [37, 35], [38, 7], [38, 8], [38, 32], [38, 33], [38, 34], [38, 35], [39, 6], [39, 7], [39, 32], [39, 33], [39, 35], [39, 36], [40, 6], [40, 7], [40, 13], [40, 14], [40, 15], [40, 33], [40, 34], [40, 35], [40, 36], [41, 5], [41, 6], [41, 11], [41, 12], [41, 13], [41, 14], [41, 15], [41, 16], [41, 17], [41, 33], [41, 34], [41, 36], [41, 37], [42, 5], [42, 6], [42, 11], [42, 12], [42, 17], [42, 18], [42, 33], [42, 34], [42, 36], [42, 37], [43, 4], [43, 5], [43, 11], [43, 18], [43, 19], [43, 34], [43, 36], [43, 37], [44, 4], [44, 5], [44, 10], [44, 11], [44, 18], [44, 19], [44, 34], [44, 35], [44, 37], [45, 3], [45, 4], [45, 7], [45, 10], [45, 11], [45, 19], [45, 20], [45, 34], [45, 35], [45, 37], [46, 3], [46, 4], [46, 10], [46, 11], [46, 19], [46, 20], [46, 34], [46, 35], [46, 37], [47, 3], [47, 4], [47, 10], [47, 19], [47, 20], [47, 21], [47, 34], [47, 35], [47, 37], [48, 4], [48, 8], [48, 9], [48, 10], [48, 20], [48, 21], [48, 34], [48, 35], [48, 37], [49, 4], [49, 5], [49, 6], [49, 7], [49, 8], [49, 9], [49, 10], [49, 21], [49, 22], [49, 29], [49, 30], [49, 34], [49, 35], [49, 37], [50, 21], [50, 22], [50, 28], [50, 29], [50, 30], [50, 31], [50, 34], [50, 35], [50, 37], [51, 22], [51, 23], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 34], [51, 35], [51, 36], [51, 37], [52, 23], [52, 24], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [52, 34], [52, 35], [52, 36], [52, 37], [53, 23], [53, 24], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 34], [53, 35], [53, 36], [54, 24], [54, 25], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [54, 33], [54, 34], [54, 35], [54, 36], [55, 24], [55, 25], [55, 26], [55, 33], [55, 34], [55, 35], [56, 26], [56, 27], [56, 31], [56, 32], [56, 33], [56, 34], [57, 27], [57, 28], [57, 29], [57, 30], [57, 31], [57, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:42:03.091082Z\n- action_type: message\n- message: Yes\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n- [2026-05-08T17:26:09.366492Z] follower | action_type=message\n  message: No you are amazing! How about now?\n- [2026-05-08T17:27:08.374000Z] follower | action_type=message\n  message: Yay thanks for your patience. let me know the next route!\n- [2026-05-08T17:28:08.065962Z] follower | action_type=message\n  message: okay so we are making a huge u turn around the pyramid to head to the left side of the forest\n- [2026-05-08T17:29:05.768649Z] follower | action_type=message\n  message: okay let me try it out\n- [2026-05-08T17:30:47.115928Z] follower | action_type=message\n  message: This is really helpful!\n- [2026-05-08T17:31:49.803341Z] follower | action_type=message\n  message: Does that look okay for you?\n- [2026-05-08T17:33:00.897017Z] follower | action_type=message\n  message: was it too right?\n- [2026-05-08T17:34:01.421831Z] follower | action_type=message\n  message: Sorry my drawing is too bad\n- [2026-05-08T17:34:10.184430Z] follower | action_type=message\n  message: Um pointy curve on which side do you mean?\n- [2026-05-08T17:34:53.367745Z] follower | action_type=message\n  message: oh do mean the curve on top of the igloo?\n- [2026-05-08T17:35:50.085883Z] follower | action_type=message\n  message: Okay I should have just kept our previous one\n- [2026-05-08T17:35:53.628450Z] follower | action_type=message\n  message: No you are good!\n- [2026-05-08T17:36:18.984257Z] follower | action_type=message\n  message: And then turn around at the igloo to head toward the right side of the bridge?\n- [2026-05-08T17:37:12.477729Z] follower | action_type=message\n  message: oh now I got what \"b\" means! How does that look?\n- [2026-05-08T17:37:43.528453Z] follower | action_type=message\n  message: Like now?\n- [2026-05-08T17:38:26.281398Z] follower | action_type=message\n  message: Alright! Thanks so much! Yes for sure\n- [2026-05-08T17:40:08.124559Z] follower | action_type=message\n  message: Oh oh so we are making a bigger turn there?\n- [2026-05-08T17:40:23.250642Z] follower | action_type=message\n  message: Like that?\n- [2026-05-08T17:41:53.299870Z] follower | action_type=message\n  message: each corners should have 90 degree you mean?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Something was unclear and we were working it out\", \"partner_intent\": \"Probably understood our situation but I was not fully sure\", \"self_reasoning\": \"Grounding by sharing or requesting information to align\", \"rationale\": \"My partner asked me a clarifying question about the corner, so I confirmed. I did this to provide confirmation and move forward. I think my partner was looking for more information.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 186, "step_index": 89}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [26, 29], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 8], [29, 9], [29, 22], [29, 23], [29, 24], [30, 8], [30, 9], [30, 23], [30, 24], [30, 25], [30, 26], [30, 29], [31, 8], [31, 9], [31, 25], [31, 26], [31, 27], [31, 28], [31, 29], [32, 8], [32, 9], [32, 27], [32, 28], [32, 29], [32, 30], [32, 31], [32, 32], [32, 33], [32, 34], [32, 35], [32, 36], [33, 8], [33, 9], [33, 29], [33, 30], [33, 31], [33, 32], [33, 33], [33, 34], [33, 35], [33, 36], [34, 8], [34, 9], [34, 29], [34, 30], [34, 31], [34, 32], [34, 34], [34, 35], [34, 36], [34, 37], [35, 8], [35, 9], [35, 30], [35, 31], [35, 32], [35, 33], [35, 36], [35, 37], [36, 8], [36, 31], [36, 32], [36, 33], [36, 34], [36, 37], [37, 7], [37, 8], [37, 31], [37, 32], [37, 34], [37, 35], [37, 37], [38, 7], [38, 8], [38, 32], [38, 33], [38, 34], [38, 35], [38, 37], [38, 38], [39, 6], [39, 7], [39, 32], [39, 33], [39, 35], [39, 36], [39, 37], [39, 38], [40, 6], [40, 7], [40, 13], [40, 14], [40, 15], [40, 33], [40, 34], [40, 35], [40, 36], [40, 37], [40, 38], [41, 5], [41, 6], [41, 11], [41, 12], [41, 13], [41, 14], [41, 15], [41, 16], [41, 17], [41, 33], [41, 34], [41, 36], [41, 37], [41, 38], [42, 5], [42, 6], [42, 11], [42, 12], [42, 17], [42, 18], [42, 33], [42, 34], [42, 36], [42, 37], [42, 38], [43, 4], [43, 5], [43, 11], [43, 18], [43, 19], [43, 34], [43, 36], [43, 37], [43, 38], [44, 4], [44, 5], [44, 10], [44, 11], [44, 18], [44, 19], [44, 34], [44, 35], [44, 36], [44, 37], [45, 3], [45, 4], [45, 7], [45, 10], [45, 11], [45, 19], [45, 20], [45, 34], [45, 35], [45, 36], [45, 37], [46, 3], [46, 4], [46, 10], [46, 11], [46, 19], [46, 20], [46, 34], [46, 35], [46, 36], [46, 37], [47, 3], [47, 4], [47, 10], [47, 19], [47, 20], [47, 21], [47, 34], [47, 35], [47, 36], [47, 37], [48, 4], [48, 8], [48, 9], [48, 10], [48, 20], [48, 21], [48, 34], [48, 35], [48, 36], [48, 37], [49, 4], [49, 5], [49, 6], [49, 7], [49, 8], [49, 9], [49, 10], [49, 21], [49, 22], [49, 29], [49, 30], [49, 34], [49, 35], [49, 37], [50, 21], [50, 22], [50, 28], [50, 29], [50, 30], [50, 31], [50, 34], [50, 35], [50, 37], [51, 22], [51, 23], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 34], [51, 35], [51, 36], [51, 37], [52, 23], [52, 24], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [52, 34], [52, 35], [52, 36], [52, 37], [53, 23], [53, 24], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 34], [53, 35], [53, 36], [54, 24], [54, 25], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [54, 33], [54, 34], [54, 35], [54, 36], [55, 24], [55, 25], [55, 26], [55, 33], [55, 34], [55, 35], [56, 26], [56, 27], [56, 31], [56, 32], [56, 33], [56, 34], [57, 27], [57, 28], [57, 29], [57, 30], [57, 31], [57, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:42:10.640890Z\n- action_type: message\n- message: I think we can just connect it now\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n- [2026-05-08T17:26:09.366492Z] follower | action_type=message\n  message: No you are amazing! How about now?\n- [2026-05-08T17:27:08.374000Z] follower | action_type=message\n  message: Yay thanks for your patience. let me know the next route!\n- [2026-05-08T17:28:08.065962Z] follower | action_type=message\n  message: okay so we are making a huge u turn around the pyramid to head to the left side of the forest\n- [2026-05-08T17:29:05.768649Z] follower | action_type=message\n  message: okay let me try it out\n- [2026-05-08T17:30:47.115928Z] follower | action_type=message\n  message: This is really helpful!\n- [2026-05-08T17:31:49.803341Z] follower | action_type=message\n  message: Does that look okay for you?\n- [2026-05-08T17:33:00.897017Z] follower | action_type=message\n  message: was it too right?\n- [2026-05-08T17:34:01.421831Z] follower | action_type=message\n  message: Sorry my drawing is too bad\n- [2026-05-08T17:34:10.184430Z] follower | action_type=message\n  message: Um pointy curve on which side do you mean?\n- [2026-05-08T17:34:53.367745Z] follower | action_type=message\n  message: oh do mean the curve on top of the igloo?\n- [2026-05-08T17:35:50.085883Z] follower | action_type=message\n  message: Okay I should have just kept our previous one\n- [2026-05-08T17:35:53.628450Z] follower | action_type=message\n  message: No you are good!\n- [2026-05-08T17:36:18.984257Z] follower | action_type=message\n  message: And then turn around at the igloo to head toward the right side of the bridge?\n- [2026-05-08T17:37:12.477729Z] follower | action_type=message\n  message: oh now I got what \"b\" means! How does that look?\n- [2026-05-08T17:37:43.528453Z] follower | action_type=message\n  message: Like now?\n- [2026-05-08T17:38:26.281398Z] follower | action_type=message\n  message: Alright! Thanks so much! Yes for sure\n- [2026-05-08T17:40:08.124559Z] follower | action_type=message\n  message: Oh oh so we are making a bigger turn there?\n- [2026-05-08T17:40:23.250642Z] follower | action_type=message\n  message: Like that?\n- [2026-05-08T17:41:53.299870Z] follower | action_type=message\n  message: each corners should have 90 degree you mean?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"I saw my partner was marking the correct location so I just asked my partner to connect the routes. I think my partner pretty much understood what I meant at this point. So I wanted to finish it up.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 189, "step_index": 90}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [26, 29], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 8], [29, 9], [29, 22], [29, 23], [29, 24], [30, 8], [30, 9], [30, 23], [30, 24], [30, 25], [30, 26], [30, 29], [31, 8], [31, 9], [31, 25], [31, 26], [31, 27], [31, 28], [31, 29], [32, 8], [32, 9], [32, 27], [32, 28], [32, 29], [32, 30], [32, 31], [32, 32], [32, 33], [32, 34], [32, 35], [32, 36], [33, 8], [33, 9], [33, 29], [33, 30], [33, 31], [33, 32], [33, 33], [33, 34], [33, 35], [33, 36], [34, 8], [34, 9], [34, 29], [34, 30], [34, 31], [34, 32], [34, 34], [34, 35], [34, 36], [34, 37], [35, 8], [35, 9], [35, 30], [35, 31], [35, 32], [35, 33], [35, 36], [35, 37], [36, 8], [36, 31], [36, 32], [36, 33], [36, 34], [36, 37], [37, 7], [37, 8], [37, 31], [37, 32], [37, 34], [37, 35], [37, 37], [38, 7], [38, 8], [38, 32], [38, 33], [38, 34], [38, 35], [38, 37], [38, 38], [39, 6], [39, 7], [39, 32], [39, 33], [39, 35], [39, 36], [39, 37], [39, 38], [40, 6], [40, 7], [40, 13], [40, 14], [40, 15], [40, 33], [40, 34], [40, 35], [40, 36], [40, 37], [40, 38], [41, 5], [41, 6], [41, 11], [41, 12], [41, 13], [41, 14], [41, 15], [41, 16], [41, 17], [41, 33], [41, 34], [41, 36], [41, 37], [41, 38], [42, 5], [42, 6], [42, 11], [42, 12], [42, 17], [42, 18], [42, 33], [42, 34], [42, 36], [42, 37], [42, 38], [43, 4], [43, 5], [43, 11], [43, 18], [43, 19], [43, 34], [43, 36], [43, 37], [43, 38], [44, 4], [44, 5], [44, 10], [44, 11], [44, 18], [44, 19], [44, 34], [44, 35], [44, 36], [44, 37], [45, 3], [45, 4], [45, 7], [45, 10], [45, 11], [45, 19], [45, 20], [45, 34], [45, 35], [45, 36], [45, 37], [46, 3], [46, 4], [46, 10], [46, 11], [46, 19], [46, 20], [46, 34], [46, 35], [46, 36], [46, 37], [47, 3], [47, 4], [47, 10], [47, 19], [47, 20], [47, 21], [47, 34], [47, 35], [47, 36], [47, 37], [48, 4], [48, 8], [48, 9], [48, 10], [48, 20], [48, 21], [48, 34], [48, 35], [48, 36], [48, 37], [49, 4], [49, 5], [49, 6], [49, 7], [49, 8], [49, 9], [49, 10], [49, 21], [49, 22], [49, 29], [49, 30], [49, 34], [49, 35], [49, 37], [50, 21], [50, 22], [50, 28], [50, 29], [50, 30], [50, 31], [50, 34], [50, 35], [50, 37], [51, 22], [51, 23], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 34], [51, 35], [51, 36], [51, 37], [52, 23], [52, 24], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [52, 34], [52, 35], [52, 36], [52, 37], [53, 23], [53, 24], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 34], [53, 35], [53, 36], [54, 24], [54, 25], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [54, 33], [54, 34], [54, 35], [54, 36], [55, 24], [55, 25], [55, 26], [55, 33], [55, 34], [55, 35], [56, 26], [56, 27], [56, 31], [56, 32], [56, 33], [56, 34], [57, 27], [57, 28], [57, 29], [57, 30], [57, 31], [57, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:42:14.207064Z\n- action_type: message\n- message: Yay\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n- [2026-05-08T17:26:09.366492Z] follower | action_type=message\n  message: No you are amazing! How about now?\n- [2026-05-08T17:27:08.374000Z] follower | action_type=message\n  message: Yay thanks for your patience. let me know the next route!\n- [2026-05-08T17:28:08.065962Z] follower | action_type=message\n  message: okay so we are making a huge u turn around the pyramid to head to the left side of the forest\n- [2026-05-08T17:29:05.768649Z] follower | action_type=message\n  message: okay let me try it out\n- [2026-05-08T17:30:47.115928Z] follower | action_type=message\n  message: This is really helpful!\n- [2026-05-08T17:31:49.803341Z] follower | action_type=message\n  message: Does that look okay for you?\n- [2026-05-08T17:33:00.897017Z] follower | action_type=message\n  message: was it too right?\n- [2026-05-08T17:34:01.421831Z] follower | action_type=message\n  message: Sorry my drawing is too bad\n- [2026-05-08T17:34:10.184430Z] follower | action_type=message\n  message: Um pointy curve on which side do you mean?\n- [2026-05-08T17:34:53.367745Z] follower | action_type=message\n  message: oh do mean the curve on top of the igloo?\n- [2026-05-08T17:35:50.085883Z] follower | action_type=message\n  message: Okay I should have just kept our previous one\n- [2026-05-08T17:35:53.628450Z] follower | action_type=message\n  message: No you are good!\n- [2026-05-08T17:36:18.984257Z] follower | action_type=message\n  message: And then turn around at the igloo to head toward the right side of the bridge?\n- [2026-05-08T17:37:12.477729Z] follower | action_type=message\n  message: oh now I got what \"b\" means! How does that look?\n- [2026-05-08T17:37:43.528453Z] follower | action_type=message\n  message: Like now?\n- [2026-05-08T17:38:26.281398Z] follower | action_type=message\n  message: Alright! Thanks so much! Yes for sure\n- [2026-05-08T17:40:08.124559Z] follower | action_type=message\n  message: Oh oh so we are making a bigger turn there?\n- [2026-05-08T17:40:23.250642Z] follower | action_type=message\n  message: Like that?\n- [2026-05-08T17:41:53.299870Z] follower | action_type=message\n  message: each corners should have 90 degree you mean?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"My partner succeeded in doing the task so I confirmed that they were correct and I also wanted to encourage my partner that they did great by saying yay and I think my partner was doing well at this point and understood what I meant well.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 190, "step_index": 91}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [26, 29], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 8], [29, 9], [29, 22], [29, 23], [29, 24], [30, 8], [30, 9], [30, 23], [30, 24], [30, 25], [30, 26], [30, 29], [31, 8], [31, 9], [31, 25], [31, 26], [31, 27], [31, 28], [31, 29], [32, 8], [32, 9], [32, 27], [32, 28], [32, 29], [32, 30], [32, 31], [32, 32], [32, 33], [32, 34], [32, 35], [32, 36], [33, 8], [33, 9], [33, 31], [33, 32], [33, 33], [33, 34], [33, 35], [33, 36], [34, 8], [34, 9], [34, 34], [34, 35], [34, 36], [34, 37], [35, 8], [35, 9], [35, 36], [35, 37], [36, 8], [36, 37], [37, 7], [37, 8], [37, 37], [38, 7], [38, 8], [38, 37], [39, 6], [39, 7], [39, 37], [40, 6], [40, 7], [40, 13], [40, 14], [40, 15], [41, 5], [41, 6], [41, 11], [41, 12], [41, 13], [41, 14], [41, 15], [41, 16], [41, 17], [42, 5], [42, 6], [42, 11], [42, 12], [42, 17], [42, 18], [43, 4], [43, 5], [43, 11], [43, 18], [43, 19], [44, 4], [44, 5], [44, 10], [44, 11], [44, 18], [44, 19], [45, 3], [45, 4], [45, 7], [45, 10], [45, 11], [45, 19], [45, 20], [46, 3], [46, 4], [46, 10], [46, 11], [46, 19], [46, 20], [47, 3], [47, 4], [47, 10], [47, 19], [47, 20], [47, 21], [48, 4], [48, 8], [48, 9], [48, 10], [48, 20], [48, 21], [49, 4], [49, 5], [49, 6], [49, 7], [49, 8], [49, 9], [49, 10], [49, 21], [49, 22], [49, 29], [49, 30], [50, 21], [50, 22], [50, 28], [50, 29], [50, 30], [50, 31], [51, 22], [51, 23], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [52, 23], [52, 24], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [53, 23], [53, 24], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [54, 24], [54, 25], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [55, 24], [55, 25], [55, 26], [56, 26], [56, 27], [56, 31], [56, 32], [56, 33], [57, 27], [57, 28], [57, 29], [57, 30], [57, 31], [57, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:42:42.652114Z\n- action_type: message\n- message: Yes!\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n- [2026-05-08T17:26:09.366492Z] follower | action_type=message\n  message: No you are amazing! How about now?\n- [2026-05-08T17:27:08.374000Z] follower | action_type=message\n  message: Yay thanks for your patience. let me know the next route!\n- [2026-05-08T17:28:08.065962Z] follower | action_type=message\n  message: okay so we are making a huge u turn around the pyramid to head to the left side of the forest\n- [2026-05-08T17:29:05.768649Z] follower | action_type=message\n  message: okay let me try it out\n- [2026-05-08T17:30:47.115928Z] follower | action_type=message\n  message: This is really helpful!\n- [2026-05-08T17:31:49.803341Z] follower | action_type=message\n  message: Does that look okay for you?\n- [2026-05-08T17:33:00.897017Z] follower | action_type=message\n  message: was it too right?\n- [2026-05-08T17:34:01.421831Z] follower | action_type=message\n  message: Sorry my drawing is too bad\n- [2026-05-08T17:34:10.184430Z] follower | action_type=message\n  message: Um pointy curve on which side do you mean?\n- [2026-05-08T17:34:53.367745Z] follower | action_type=message\n  message: oh do mean the curve on top of the igloo?\n- [2026-05-08T17:35:50.085883Z] follower | action_type=message\n  message: Okay I should have just kept our previous one\n- [2026-05-08T17:35:53.628450Z] follower | action_type=message\n  message: No you are good!\n- [2026-05-08T17:36:18.984257Z] follower | action_type=message\n  message: And then turn around at the igloo to head toward the right side of the bridge?\n- [2026-05-08T17:37:12.477729Z] follower | action_type=message\n  message: oh now I got what \"b\" means! How does that look?\n- [2026-05-08T17:37:43.528453Z] follower | action_type=message\n  message: Like now?\n- [2026-05-08T17:38:26.281398Z] follower | action_type=message\n  message: Alright! Thanks so much! Yes for sure\n- [2026-05-08T17:40:08.124559Z] follower | action_type=message\n  message: Oh oh so we are making a bigger turn there?\n- [2026-05-08T17:40:23.250642Z] follower | action_type=message\n  message: Like that?\n- [2026-05-08T17:41:53.299870Z] follower | action_type=message\n  message: each corners should have 90 degree you mean?\n- [2026-05-08T17:42:40.058917Z] follower | action_type=message\n  message: then do we move straight down?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"My partner asked me a clarifying question and that was correct so I said that was indeed correct. I think my partner wanted to confirm if it was okay to proceed so I wanted to say yes and move forward. I did this to encourage my partner and also to move forward.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 197, "step_index": 92}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [26, 29], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 8], [29, 9], [29, 22], [29, 23], [29, 24], [30, 8], [30, 9], [30, 23], [30, 24], [30, 25], [30, 26], [30, 29], [31, 8], [31, 9], [31, 25], [31, 26], [31, 27], [31, 28], [31, 29], [32, 8], [32, 9], [32, 27], [32, 28], [32, 29], [32, 30], [32, 31], [32, 32], [32, 33], [32, 34], [32, 35], [33, 8], [33, 9], [33, 31], [33, 32], [33, 33], [33, 34], [33, 35], [33, 36], [34, 8], [34, 9], [34, 36], [34, 37], [35, 8], [35, 9], [35, 36], [35, 37], [36, 8], [36, 37], [37, 7], [37, 8], [37, 37], [38, 7], [38, 8], [38, 37], [39, 6], [39, 7], [39, 37], [40, 6], [40, 7], [40, 13], [40, 14], [40, 15], [40, 37], [41, 5], [41, 6], [41, 11], [41, 12], [41, 13], [41, 14], [41, 15], [41, 16], [41, 17], [41, 36], [41, 37], [42, 5], [42, 6], [42, 11], [42, 12], [42, 17], [42, 18], [42, 36], [42, 37], [43, 4], [43, 5], [43, 11], [43, 18], [43, 19], [43, 36], [43, 37], [44, 4], [44, 5], [44, 10], [44, 11], [44, 18], [44, 19], [45, 3], [45, 4], [45, 7], [45, 10], [45, 11], [45, 19], [45, 20], [46, 3], [46, 4], [46, 10], [46, 11], [46, 19], [46, 20], [47, 3], [47, 4], [47, 10], [47, 19], [47, 20], [47, 21], [48, 4], [48, 8], [48, 9], [48, 10], [48, 20], [48, 21], [49, 4], [49, 5], [49, 6], [49, 7], [49, 8], [49, 9], [49, 10], [49, 21], [49, 22], [49, 29], [49, 30], [50, 21], [50, 22], [50, 28], [50, 29], [50, 30], [50, 31], [51, 22], [51, 23], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [52, 23], [52, 24], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [53, 23], [53, 24], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [54, 24], [54, 25], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [55, 24], [55, 25], [55, 26], [56, 26], [56, 27], [56, 31], [56, 32], [56, 33], [57, 27], [57, 28], [57, 29], [57, 30], [57, 31], [57, 32]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:42:53.104412Z\n- action_type: message\n- message: similar to before\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n- [2026-05-08T17:26:09.366492Z] follower | action_type=message\n  message: No you are amazing! How about now?\n- [2026-05-08T17:27:08.374000Z] follower | action_type=message\n  message: Yay thanks for your patience. let me know the next route!\n- [2026-05-08T17:28:08.065962Z] follower | action_type=message\n  message: okay so we are making a huge u turn around the pyramid to head to the left side of the forest\n- [2026-05-08T17:29:05.768649Z] follower | action_type=message\n  message: okay let me try it out\n- [2026-05-08T17:30:47.115928Z] follower | action_type=message\n  message: This is really helpful!\n- [2026-05-08T17:31:49.803341Z] follower | action_type=message\n  message: Does that look okay for you?\n- [2026-05-08T17:33:00.897017Z] follower | action_type=message\n  message: was it too right?\n- [2026-05-08T17:34:01.421831Z] follower | action_type=message\n  message: Sorry my drawing is too bad\n- [2026-05-08T17:34:10.184430Z] follower | action_type=message\n  message: Um pointy curve on which side do you mean?\n- [2026-05-08T17:34:53.367745Z] follower | action_type=message\n  message: oh do mean the curve on top of the igloo?\n- [2026-05-08T17:35:50.085883Z] follower | action_type=message\n  message: Okay I should have just kept our previous one\n- [2026-05-08T17:35:53.628450Z] follower | action_type=message\n  message: No you are good!\n- [2026-05-08T17:36:18.984257Z] follower | action_type=message\n  message: And then turn around at the igloo to head toward the right side of the bridge?\n- [2026-05-08T17:37:12.477729Z] follower | action_type=message\n  message: oh now I got what \"b\" means! How does that look?\n- [2026-05-08T17:37:43.528453Z] follower | action_type=message\n  message: Like now?\n- [2026-05-08T17:38:26.281398Z] follower | action_type=message\n  message: Alright! Thanks so much! Yes for sure\n- [2026-05-08T17:40:08.124559Z] follower | action_type=message\n  message: Oh oh so we are making a bigger turn there?\n- [2026-05-08T17:40:23.250642Z] follower | action_type=message\n  message: Like that?\n- [2026-05-08T17:41:53.299870Z] follower | action_type=message\n  message: each corners should have 90 degree you mean?\n- [2026-05-08T17:42:40.058917Z] follower | action_type=message\n  message: then do we move straight down?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"I'm just providing more information here.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 200, "step_index": 93}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [26, 29], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 8], [29, 9], [29, 22], [29, 23], [29, 24], [30, 8], [30, 9], [30, 23], [30, 24], [30, 25], [30, 26], [30, 29], [31, 8], [31, 9], [31, 25], [31, 26], [31, 27], [31, 28], [31, 29], [32, 8], [32, 9], [32, 27], [32, 28], [32, 29], [32, 30], [32, 31], [32, 32], [32, 33], [32, 34], [32, 35], [33, 8], [33, 9], [33, 31], [33, 32], [33, 33], [33, 34], [33, 35], [33, 36], [34, 8], [34, 9], [34, 36], [34, 37], [35, 8], [35, 9], [35, 36], [35, 37], [36, 8], [36, 37], [37, 7], [37, 8], [37, 37], [38, 7], [38, 8], [38, 37], [39, 6], [39, 7], [39, 37], [40, 6], [40, 7], [40, 13], [40, 14], [40, 15], [40, 37], [41, 5], [41, 6], [41, 11], [41, 12], [41, 13], [41, 14], [41, 15], [41, 16], [41, 17], [41, 36], [41, 37], [42, 5], [42, 6], [42, 11], [42, 12], [42, 17], [42, 18], [42, 36], [42, 37], [43, 4], [43, 5], [43, 11], [43, 18], [43, 19], [43, 36], [43, 37], [44, 4], [44, 5], [44, 10], [44, 11], [44, 18], [44, 19], [44, 36], [44, 37], [45, 3], [45, 4], [45, 7], [45, 10], [45, 11], [45, 19], [45, 20], [45, 36], [45, 37], [46, 3], [46, 4], [46, 10], [46, 11], [46, 19], [46, 20], [46, 36], [46, 37], [47, 3], [47, 4], [47, 10], [47, 19], [47, 20], [47, 21], [47, 36], [47, 37], [48, 4], [48, 8], [48, 9], [48, 10], [48, 20], [48, 21], [48, 36], [48, 37], [49, 4], [49, 5], [49, 6], [49, 7], [49, 8], [49, 9], [49, 10], [49, 21], [49, 22], [49, 29], [49, 30], [49, 36], [49, 37], [50, 21], [50, 22], [50, 28], [50, 29], [50, 30], [50, 31], [50, 36], [50, 37], [51, 22], [51, 23], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 37], [52, 23], [52, 24], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [52, 37], [53, 23], [53, 24], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 37], [54, 24], [54, 25], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [54, 37], [55, 24], [55, 25], [55, 26], [55, 36], [55, 37], [56, 26], [56, 27], [56, 31], [56, 32], [56, 33], [56, 34], [56, 35], [56, 36], [56, 37], [57, 27], [57, 28], [57, 29], [57, 30], [57, 31], [57, 32], [57, 33], [57, 34]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:43:17.755564Z\n- action_type: message\n- message: Oop the curve here is a little smoother\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n- [2026-05-08T17:26:09.366492Z] follower | action_type=message\n  message: No you are amazing! How about now?\n- [2026-05-08T17:27:08.374000Z] follower | action_type=message\n  message: Yay thanks for your patience. let me know the next route!\n- [2026-05-08T17:28:08.065962Z] follower | action_type=message\n  message: okay so we are making a huge u turn around the pyramid to head to the left side of the forest\n- [2026-05-08T17:29:05.768649Z] follower | action_type=message\n  message: okay let me try it out\n- [2026-05-08T17:30:47.115928Z] follower | action_type=message\n  message: This is really helpful!\n- [2026-05-08T17:31:49.803341Z] follower | action_type=message\n  message: Does that look okay for you?\n- [2026-05-08T17:33:00.897017Z] follower | action_type=message\n  message: was it too right?\n- [2026-05-08T17:34:01.421831Z] follower | action_type=message\n  message: Sorry my drawing is too bad\n- [2026-05-08T17:34:10.184430Z] follower | action_type=message\n  message: Um pointy curve on which side do you mean?\n- [2026-05-08T17:34:53.367745Z] follower | action_type=message\n  message: oh do mean the curve on top of the igloo?\n- [2026-05-08T17:35:50.085883Z] follower | action_type=message\n  message: Okay I should have just kept our previous one\n- [2026-05-08T17:35:53.628450Z] follower | action_type=message\n  message: No you are good!\n- [2026-05-08T17:36:18.984257Z] follower | action_type=message\n  message: And then turn around at the igloo to head toward the right side of the bridge?\n- [2026-05-08T17:37:12.477729Z] follower | action_type=message\n  message: oh now I got what \"b\" means! How does that look?\n- [2026-05-08T17:37:43.528453Z] follower | action_type=message\n  message: Like now?\n- [2026-05-08T17:38:26.281398Z] follower | action_type=message\n  message: Alright! Thanks so much! Yes for sure\n- [2026-05-08T17:40:08.124559Z] follower | action_type=message\n  message: Oh oh so we are making a bigger turn there?\n- [2026-05-08T17:40:23.250642Z] follower | action_type=message\n  message: Like that?\n- [2026-05-08T17:41:53.299870Z] follower | action_type=message\n  message: each corners should have 90 degree you mean?\n- [2026-05-08T17:42:40.058917Z] follower | action_type=message\n  message: then do we move straight down?\n- [2026-05-08T17:43:10.544214Z] follower | action_type=message\n  message: how about the corner on the right bottom side?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Something was unclear and we were working it out\", \"partner_intent\": \"Misunderstood and we were not aligned\", \"self_reasoning\": \"Repairing a mistake or misunderstanding\", \"rationale\": \"I saw that it was okay and my partner did understand what I meant, but the lower part of the curve was a little rectangular so I wanted to fix that so I communicated that.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 203, "step_index": 94}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [26, 29], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 8], [29, 9], [29, 22], [29, 23], [29, 24], [30, 8], [30, 9], [30, 23], [30, 24], [30, 25], [30, 26], [30, 29], [31, 8], [31, 9], [31, 25], [31, 26], [31, 27], [31, 28], [31, 29], [32, 8], [32, 9], [32, 27], [32, 28], [32, 29], [32, 30], [32, 31], [32, 32], [32, 33], [32, 34], [32, 35], [33, 8], [33, 9], [33, 31], [33, 32], [33, 33], [33, 34], [33, 35], [33, 36], [34, 8], [34, 9], [34, 36], [34, 37], [35, 8], [35, 9], [35, 36], [35, 37], [36, 8], [36, 37], [37, 7], [37, 8], [37, 37], [38, 7], [38, 8], [38, 37], [39, 6], [39, 7], [39, 37], [40, 6], [40, 7], [40, 13], [40, 14], [40, 15], [40, 37], [41, 5], [41, 6], [41, 11], [41, 12], [41, 13], [41, 14], [41, 15], [41, 16], [41, 17], [41, 36], [41, 37], [42, 5], [42, 6], [42, 11], [42, 12], [42, 17], [42, 18], [42, 36], [42, 37], [43, 4], [43, 5], [43, 11], [43, 18], [43, 19], [43, 36], [43, 37], [44, 4], [44, 5], [44, 10], [44, 11], [44, 18], [44, 19], [44, 36], [44, 37], [45, 3], [45, 4], [45, 7], [45, 10], [45, 11], [45, 19], [45, 20], [45, 36], [45, 37], [46, 3], [46, 4], [46, 10], [46, 11], [46, 19], [46, 20], [46, 36], [46, 37], [47, 3], [47, 4], [47, 10], [47, 19], [47, 20], [47, 21], [47, 36], [47, 37], [48, 4], [48, 8], [48, 9], [48, 10], [48, 20], [48, 21], [48, 36], [48, 37], [49, 4], [49, 5], [49, 6], [49, 7], [49, 8], [49, 9], [49, 10], [49, 21], [49, 22], [49, 29], [49, 30], [49, 36], [49, 37], [50, 21], [50, 22], [50, 28], [50, 29], [50, 30], [50, 31], [50, 36], [50, 37], [51, 22], [51, 23], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [52, 23], [52, 24], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [53, 23], [53, 24], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [54, 24], [54, 25], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [55, 24], [55, 25], [55, 26], [56, 26], [56, 27], [57, 27], [57, 28], [57, 29]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:43:26.303226Z\n- action_type: message\n- message: This one is not that rectangular\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n- [2026-05-08T17:26:09.366492Z] follower | action_type=message\n  message: No you are amazing! How about now?\n- [2026-05-08T17:27:08.374000Z] follower | action_type=message\n  message: Yay thanks for your patience. let me know the next route!\n- [2026-05-08T17:28:08.065962Z] follower | action_type=message\n  message: okay so we are making a huge u turn around the pyramid to head to the left side of the forest\n- [2026-05-08T17:29:05.768649Z] follower | action_type=message\n  message: okay let me try it out\n- [2026-05-08T17:30:47.115928Z] follower | action_type=message\n  message: This is really helpful!\n- [2026-05-08T17:31:49.803341Z] follower | action_type=message\n  message: Does that look okay for you?\n- [2026-05-08T17:33:00.897017Z] follower | action_type=message\n  message: was it too right?\n- [2026-05-08T17:34:01.421831Z] follower | action_type=message\n  message: Sorry my drawing is too bad\n- [2026-05-08T17:34:10.184430Z] follower | action_type=message\n  message: Um pointy curve on which side do you mean?\n- [2026-05-08T17:34:53.367745Z] follower | action_type=message\n  message: oh do mean the curve on top of the igloo?\n- [2026-05-08T17:35:50.085883Z] follower | action_type=message\n  message: Okay I should have just kept our previous one\n- [2026-05-08T17:35:53.628450Z] follower | action_type=message\n  message: No you are good!\n- [2026-05-08T17:36:18.984257Z] follower | action_type=message\n  message: And then turn around at the igloo to head toward the right side of the bridge?\n- [2026-05-08T17:37:12.477729Z] follower | action_type=message\n  message: oh now I got what \"b\" means! How does that look?\n- [2026-05-08T17:37:43.528453Z] follower | action_type=message\n  message: Like now?\n- [2026-05-08T17:38:26.281398Z] follower | action_type=message\n  message: Alright! Thanks so much! Yes for sure\n- [2026-05-08T17:40:08.124559Z] follower | action_type=message\n  message: Oh oh so we are making a bigger turn there?\n- [2026-05-08T17:40:23.250642Z] follower | action_type=message\n  message: Like that?\n- [2026-05-08T17:41:53.299870Z] follower | action_type=message\n  message: each corners should have 90 degree you mean?\n- [2026-05-08T17:42:40.058917Z] follower | action_type=message\n  message: then do we move straight down?\n- [2026-05-08T17:43:10.544214Z] follower | action_type=message\n  message: how about the corner on the right bottom side?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Something was unclear and we were working it out\", \"partner_intent\": \"Misunderstood and we were not aligned\", \"self_reasoning\": \"Repairing a mistake or misunderstanding\", \"rationale\": \"I saw that it was okay and my partner did understand what I meant, but the lower part of the curve was a little rectangular so I wanted to fix that so I communicated that.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 205, "step_index": 95}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [26, 29], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 8], [29, 9], [29, 22], [29, 23], [29, 24], [30, 8], [30, 9], [30, 23], [30, 24], [30, 25], [30, 26], [30, 29], [31, 8], [31, 9], [31, 25], [31, 26], [31, 27], [31, 28], [31, 29], [32, 8], [32, 9], [32, 27], [32, 28], [32, 29], [32, 30], [32, 31], [32, 32], [32, 33], [32, 34], [32, 35], [33, 8], [33, 9], [33, 31], [33, 32], [33, 33], [33, 34], [33, 35], [33, 36], [34, 8], [34, 9], [34, 36], [34, 37], [35, 8], [35, 9], [35, 36], [35, 37], [36, 8], [36, 37], [37, 7], [37, 8], [37, 37], [38, 7], [38, 8], [38, 37], [39, 6], [39, 7], [39, 37], [40, 6], [40, 7], [40, 13], [40, 14], [40, 15], [40, 37], [41, 5], [41, 6], [41, 11], [41, 12], [41, 13], [41, 14], [41, 15], [41, 16], [41, 17], [41, 36], [41, 37], [42, 5], [42, 6], [42, 11], [42, 12], [42, 17], [42, 18], [42, 36], [42, 37], [43, 4], [43, 5], [43, 11], [43, 18], [43, 19], [43, 36], [43, 37], [44, 4], [44, 5], [44, 10], [44, 11], [44, 18], [44, 19], [44, 36], [44, 37], [45, 3], [45, 4], [45, 7], [45, 10], [45, 11], [45, 19], [45, 20], [45, 36], [45, 37], [46, 3], [46, 4], [46, 10], [46, 11], [46, 19], [46, 20], [46, 36], [46, 37], [47, 3], [47, 4], [47, 10], [47, 19], [47, 20], [47, 21], [47, 36], [47, 37], [48, 4], [48, 8], [48, 9], [48, 10], [48, 20], [48, 21], [48, 36], [48, 37], [49, 4], [49, 5], [49, 6], [49, 7], [49, 8], [49, 9], [49, 10], [49, 21], [49, 22], [49, 29], [49, 30], [49, 36], [49, 37], [50, 21], [50, 22], [50, 28], [50, 29], [50, 30], [50, 31], [50, 36], [50, 37], [51, 22], [51, 23], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 37], [52, 23], [52, 24], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [52, 36], [52, 37], [53, 23], [53, 24], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 36], [53, 37], [54, 24], [54, 25], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [54, 35], [54, 36], [55, 24], [55, 25], [55, 26], [55, 34], [55, 35], [55, 36], [56, 26], [56, 27], [56, 31], [56, 32], [56, 33], [56, 34], [57, 27], [57, 28], [57, 29], [57, 30], [57, 31], [57, 32], [58, 28], [58, 29]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:43:35.783006Z\n- action_type: message\n- message: YAY\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n- [2026-05-08T17:26:09.366492Z] follower | action_type=message\n  message: No you are amazing! How about now?\n- [2026-05-08T17:27:08.374000Z] follower | action_type=message\n  message: Yay thanks for your patience. let me know the next route!\n- [2026-05-08T17:28:08.065962Z] follower | action_type=message\n  message: okay so we are making a huge u turn around the pyramid to head to the left side of the forest\n- [2026-05-08T17:29:05.768649Z] follower | action_type=message\n  message: okay let me try it out\n- [2026-05-08T17:30:47.115928Z] follower | action_type=message\n  message: This is really helpful!\n- [2026-05-08T17:31:49.803341Z] follower | action_type=message\n  message: Does that look okay for you?\n- [2026-05-08T17:33:00.897017Z] follower | action_type=message\n  message: was it too right?\n- [2026-05-08T17:34:01.421831Z] follower | action_type=message\n  message: Sorry my drawing is too bad\n- [2026-05-08T17:34:10.184430Z] follower | action_type=message\n  message: Um pointy curve on which side do you mean?\n- [2026-05-08T17:34:53.367745Z] follower | action_type=message\n  message: oh do mean the curve on top of the igloo?\n- [2026-05-08T17:35:50.085883Z] follower | action_type=message\n  message: Okay I should have just kept our previous one\n- [2026-05-08T17:35:53.628450Z] follower | action_type=message\n  message: No you are good!\n- [2026-05-08T17:36:18.984257Z] follower | action_type=message\n  message: And then turn around at the igloo to head toward the right side of the bridge?\n- [2026-05-08T17:37:12.477729Z] follower | action_type=message\n  message: oh now I got what \"b\" means! How does that look?\n- [2026-05-08T17:37:43.528453Z] follower | action_type=message\n  message: Like now?\n- [2026-05-08T17:38:26.281398Z] follower | action_type=message\n  message: Alright! Thanks so much! Yes for sure\n- [2026-05-08T17:40:08.124559Z] follower | action_type=message\n  message: Oh oh so we are making a bigger turn there?\n- [2026-05-08T17:40:23.250642Z] follower | action_type=message\n  message: Like that?\n- [2026-05-08T17:41:53.299870Z] follower | action_type=message\n  message: each corners should have 90 degree you mean?\n- [2026-05-08T17:42:40.058917Z] follower | action_type=message\n  message: then do we move straight down?\n- [2026-05-08T17:43:10.544214Z] follower | action_type=message\n  message: how about the corner on the right bottom side?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"My partner succeeded in doing the task so I confirmed that they were correct and I also wanted to encourage my partner that they did great by saying yay and I think my partner was doing well at this point and understood what I meant well.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 207, "step_index": 96}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [26, 29], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 8], [29, 9], [29, 22], [29, 23], [29, 24], [30, 8], [30, 9], [30, 23], [30, 24], [30, 25], [30, 26], [30, 29], [31, 8], [31, 9], [31, 25], [31, 26], [31, 27], [31, 28], [31, 29], [32, 8], [32, 9], [32, 27], [32, 28], [32, 29], [32, 30], [32, 31], [32, 32], [32, 33], [32, 34], [32, 35], [33, 8], [33, 9], [33, 31], [33, 32], [33, 33], [33, 34], [33, 35], [33, 36], [34, 8], [34, 9], [34, 36], [34, 37], [35, 8], [35, 9], [35, 36], [35, 37], [36, 8], [36, 37], [37, 7], [37, 8], [37, 37], [38, 7], [38, 8], [38, 37], [39, 6], [39, 7], [39, 37], [40, 6], [40, 7], [40, 13], [40, 14], [40, 15], [40, 37], [41, 5], [41, 6], [41, 11], [41, 12], [41, 13], [41, 14], [41, 15], [41, 16], [41, 17], [41, 36], [41, 37], [42, 5], [42, 6], [42, 11], [42, 12], [42, 17], [42, 18], [42, 36], [42, 37], [43, 4], [43, 5], [43, 11], [43, 18], [43, 19], [43, 36], [43, 37], [44, 4], [44, 5], [44, 10], [44, 11], [44, 18], [44, 19], [44, 36], [44, 37], [45, 3], [45, 4], [45, 7], [45, 10], [45, 11], [45, 19], [45, 20], [45, 36], [45, 37], [46, 3], [46, 4], [46, 10], [46, 11], [46, 19], [46, 20], [46, 36], [46, 37], [47, 3], [47, 4], [47, 10], [47, 19], [47, 20], [47, 21], [47, 36], [47, 37], [48, 4], [48, 8], [48, 9], [48, 10], [48, 20], [48, 21], [48, 36], [48, 37], [49, 4], [49, 5], [49, 6], [49, 7], [49, 8], [49, 9], [49, 10], [49, 21], [49, 22], [49, 29], [49, 30], [49, 36], [49, 37], [50, 21], [50, 22], [50, 28], [50, 29], [50, 30], [50, 31], [50, 36], [50, 37], [51, 22], [51, 23], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 37], [52, 23], [52, 24], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [52, 36], [52, 37], [53, 23], [53, 24], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 36], [53, 37], [54, 24], [54, 25], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [54, 35], [54, 36], [55, 24], [55, 25], [55, 26], [55, 34], [55, 35], [55, 36], [56, 26], [56, 27], [56, 31], [56, 32], [56, 33], [56, 34], [57, 27], [57, 28], [57, 29], [57, 30], [57, 31], [57, 32], [58, 28], [58, 29]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:43:44.271112Z\n- action_type: message\n- message: Nice\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n- [2026-05-08T17:26:09.366492Z] follower | action_type=message\n  message: No you are amazing! How about now?\n- [2026-05-08T17:27:08.374000Z] follower | action_type=message\n  message: Yay thanks for your patience. let me know the next route!\n- [2026-05-08T17:28:08.065962Z] follower | action_type=message\n  message: okay so we are making a huge u turn around the pyramid to head to the left side of the forest\n- [2026-05-08T17:29:05.768649Z] follower | action_type=message\n  message: okay let me try it out\n- [2026-05-08T17:30:47.115928Z] follower | action_type=message\n  message: This is really helpful!\n- [2026-05-08T17:31:49.803341Z] follower | action_type=message\n  message: Does that look okay for you?\n- [2026-05-08T17:33:00.897017Z] follower | action_type=message\n  message: was it too right?\n- [2026-05-08T17:34:01.421831Z] follower | action_type=message\n  message: Sorry my drawing is too bad\n- [2026-05-08T17:34:10.184430Z] follower | action_type=message\n  message: Um pointy curve on which side do you mean?\n- [2026-05-08T17:34:53.367745Z] follower | action_type=message\n  message: oh do mean the curve on top of the igloo?\n- [2026-05-08T17:35:50.085883Z] follower | action_type=message\n  message: Okay I should have just kept our previous one\n- [2026-05-08T17:35:53.628450Z] follower | action_type=message\n  message: No you are good!\n- [2026-05-08T17:36:18.984257Z] follower | action_type=message\n  message: And then turn around at the igloo to head toward the right side of the bridge?\n- [2026-05-08T17:37:12.477729Z] follower | action_type=message\n  message: oh now I got what \"b\" means! How does that look?\n- [2026-05-08T17:37:43.528453Z] follower | action_type=message\n  message: Like now?\n- [2026-05-08T17:38:26.281398Z] follower | action_type=message\n  message: Alright! Thanks so much! Yes for sure\n- [2026-05-08T17:40:08.124559Z] follower | action_type=message\n  message: Oh oh so we are making a bigger turn there?\n- [2026-05-08T17:40:23.250642Z] follower | action_type=message\n  message: Like that?\n- [2026-05-08T17:41:53.299870Z] follower | action_type=message\n  message: each corners should have 90 degree you mean?\n- [2026-05-08T17:42:40.058917Z] follower | action_type=message\n  message: then do we move straight down?\n- [2026-05-08T17:43:10.544214Z] follower | action_type=message\n  message: how about the corner on the right bottom side?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"My partner succeeded in doing the task so I confirmed that they were correct and I also wanted to encourage my partner that they did great by saying nice and I think my partner was doing well at this point and understood what I meant well.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 208, "step_index": 97}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [26, 29], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 8], [29, 9], [29, 22], [29, 23], [29, 24], [30, 8], [30, 9], [30, 23], [30, 24], [30, 25], [30, 26], [30, 29], [31, 8], [31, 9], [31, 25], [31, 26], [31, 27], [31, 28], [31, 29], [32, 8], [32, 9], [32, 27], [32, 28], [32, 29], [32, 30], [32, 31], [32, 32], [32, 33], [32, 34], [32, 35], [33, 8], [33, 9], [33, 31], [33, 32], [33, 33], [33, 34], [33, 35], [33, 36], [34, 8], [34, 9], [34, 36], [34, 37], [35, 8], [35, 9], [35, 36], [35, 37], [36, 8], [36, 37], [37, 7], [37, 8], [37, 37], [38, 7], [38, 8], [38, 37], [39, 6], [39, 7], [39, 37], [40, 6], [40, 7], [40, 13], [40, 14], [40, 15], [40, 37], [41, 5], [41, 6], [41, 11], [41, 12], [41, 13], [41, 14], [41, 15], [41, 16], [41, 17], [41, 36], [41, 37], [42, 5], [42, 6], [42, 11], [42, 12], [42, 17], [42, 18], [42, 36], [42, 37], [43, 4], [43, 5], [43, 11], [43, 18], [43, 19], [43, 36], [43, 37], [44, 4], [44, 5], [44, 10], [44, 11], [44, 18], [44, 19], [44, 36], [44, 37], [45, 3], [45, 4], [45, 7], [45, 10], [45, 11], [45, 19], [45, 20], [45, 36], [45, 37], [46, 3], [46, 4], [46, 10], [46, 11], [46, 19], [46, 20], [46, 36], [46, 37], [47, 3], [47, 4], [47, 10], [47, 19], [47, 20], [47, 21], [47, 36], [47, 37], [48, 4], [48, 8], [48, 9], [48, 10], [48, 20], [48, 21], [48, 36], [48, 37], [49, 4], [49, 5], [49, 6], [49, 7], [49, 8], [49, 9], [49, 10], [49, 21], [49, 22], [49, 29], [49, 30], [49, 36], [49, 37], [50, 21], [50, 22], [50, 28], [50, 29], [50, 30], [50, 31], [50, 36], [50, 37], [51, 22], [51, 23], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 37], [52, 23], [52, 24], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [52, 36], [52, 37], [53, 23], [53, 24], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 36], [53, 37], [54, 24], [54, 25], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [54, 35], [54, 36], [55, 24], [55, 25], [55, 26], [55, 34], [55, 35], [55, 36], [56, 26], [56, 27], [56, 31], [56, 32], [56, 33], [56, 34], [57, 27], [57, 28], [57, 29], [57, 30], [57, 31], [57, 32], [58, 28], [58, 29]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:43:50.334938Z\n- action_type: message\n- message: Thank you!!\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n- [2026-05-08T17:26:09.366492Z] follower | action_type=message\n  message: No you are amazing! How about now?\n- [2026-05-08T17:27:08.374000Z] follower | action_type=message\n  message: Yay thanks for your patience. let me know the next route!\n- [2026-05-08T17:28:08.065962Z] follower | action_type=message\n  message: okay so we are making a huge u turn around the pyramid to head to the left side of the forest\n- [2026-05-08T17:29:05.768649Z] follower | action_type=message\n  message: okay let me try it out\n- [2026-05-08T17:30:47.115928Z] follower | action_type=message\n  message: This is really helpful!\n- [2026-05-08T17:31:49.803341Z] follower | action_type=message\n  message: Does that look okay for you?\n- [2026-05-08T17:33:00.897017Z] follower | action_type=message\n  message: was it too right?\n- [2026-05-08T17:34:01.421831Z] follower | action_type=message\n  message: Sorry my drawing is too bad\n- [2026-05-08T17:34:10.184430Z] follower | action_type=message\n  message: Um pointy curve on which side do you mean?\n- [2026-05-08T17:34:53.367745Z] follower | action_type=message\n  message: oh do mean the curve on top of the igloo?\n- [2026-05-08T17:35:50.085883Z] follower | action_type=message\n  message: Okay I should have just kept our previous one\n- [2026-05-08T17:35:53.628450Z] follower | action_type=message\n  message: No you are good!\n- [2026-05-08T17:36:18.984257Z] follower | action_type=message\n  message: And then turn around at the igloo to head toward the right side of the bridge?\n- [2026-05-08T17:37:12.477729Z] follower | action_type=message\n  message: oh now I got what \"b\" means! How does that look?\n- [2026-05-08T17:37:43.528453Z] follower | action_type=message\n  message: Like now?\n- [2026-05-08T17:38:26.281398Z] follower | action_type=message\n  message: Alright! Thanks so much! Yes for sure\n- [2026-05-08T17:40:08.124559Z] follower | action_type=message\n  message: Oh oh so we are making a bigger turn there?\n- [2026-05-08T17:40:23.250642Z] follower | action_type=message\n  message: Like that?\n- [2026-05-08T17:41:53.299870Z] follower | action_type=message\n  message: each corners should have 90 degree you mean?\n- [2026-05-08T17:42:40.058917Z] follower | action_type=message\n  message: then do we move straight down?\n- [2026-05-08T17:43:10.544214Z] follower | action_type=message\n  message: how about the corner on the right bottom side?\n- [2026-05-08T17:43:49.516981Z] follower | action_type=message\n  message: Thank you thank you!\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"We just finished up the tasks so I wanted to express my gratitude to my partner and we were thanking each other. I think my partner was feeling good about finishing up the task too. I did this to create you know friendly environment. Also I felt like the collaboration had been going great so I wanted to thank them.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 210, "step_index": 98}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [26, 29], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 8], [29, 9], [29, 22], [29, 23], [29, 24], [30, 8], [30, 9], [30, 23], [30, 24], [30, 25], [30, 26], [30, 29], [31, 8], [31, 9], [31, 25], [31, 26], [31, 27], [31, 28], [31, 29], [32, 8], [32, 9], [32, 27], [32, 28], [32, 29], [32, 30], [32, 31], [32, 32], [32, 33], [32, 34], [32, 35], [33, 8], [33, 9], [33, 31], [33, 32], [33, 33], [33, 34], [33, 35], [33, 36], [34, 8], [34, 9], [34, 36], [34, 37], [35, 8], [35, 9], [35, 36], [35, 37], [36, 8], [36, 37], [37, 7], [37, 8], [37, 37], [38, 7], [38, 8], [38, 37], [39, 6], [39, 7], [39, 37], [40, 6], [40, 7], [40, 13], [40, 14], [40, 15], [40, 37], [41, 5], [41, 6], [41, 11], [41, 12], [41, 13], [41, 14], [41, 15], [41, 16], [41, 17], [41, 36], [41, 37], [42, 5], [42, 6], [42, 11], [42, 12], [42, 17], [42, 18], [42, 36], [42, 37], [43, 4], [43, 5], [43, 11], [43, 18], [43, 19], [43, 36], [43, 37], [44, 4], [44, 5], [44, 10], [44, 11], [44, 18], [44, 19], [44, 36], [44, 37], [45, 3], [45, 4], [45, 7], [45, 10], [45, 11], [45, 19], [45, 20], [45, 36], [45, 37], [46, 3], [46, 4], [46, 10], [46, 11], [46, 19], [46, 20], [46, 36], [46, 37], [47, 3], [47, 4], [47, 10], [47, 19], [47, 20], [47, 21], [47, 36], [47, 37], [48, 4], [48, 8], [48, 9], [48, 10], [48, 20], [48, 21], [48, 36], [48, 37], [49, 4], [49, 5], [49, 6], [49, 7], [49, 8], [49, 9], [49, 10], [49, 21], [49, 22], [49, 29], [49, 30], [49, 36], [49, 37], [50, 21], [50, 22], [50, 28], [50, 29], [50, 30], [50, 31], [50, 36], [50, 37], [51, 22], [51, 23], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 37], [52, 23], [52, 24], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [52, 36], [52, 37], [53, 23], [53, 24], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 36], [53, 37], [54, 24], [54, 25], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [54, 35], [54, 36], [55, 24], [55, 25], [55, 26], [55, 34], [55, 35], [55, 36], [56, 26], [56, 27], [56, 31], [56, 32], [56, 33], [56, 34], [57, 27], [57, 28], [57, 29], [57, 30], [57, 31], [57, 32], [58, 28], [58, 29]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:44:08.269621Z\n- action_type: message\n- message: I think this should be good enough\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n- [2026-05-08T17:26:09.366492Z] follower | action_type=message\n  message: No you are amazing! How about now?\n- [2026-05-08T17:27:08.374000Z] follower | action_type=message\n  message: Yay thanks for your patience. let me know the next route!\n- [2026-05-08T17:28:08.065962Z] follower | action_type=message\n  message: okay so we are making a huge u turn around the pyramid to head to the left side of the forest\n- [2026-05-08T17:29:05.768649Z] follower | action_type=message\n  message: okay let me try it out\n- [2026-05-08T17:30:47.115928Z] follower | action_type=message\n  message: This is really helpful!\n- [2026-05-08T17:31:49.803341Z] follower | action_type=message\n  message: Does that look okay for you?\n- [2026-05-08T17:33:00.897017Z] follower | action_type=message\n  message: was it too right?\n- [2026-05-08T17:34:01.421831Z] follower | action_type=message\n  message: Sorry my drawing is too bad\n- [2026-05-08T17:34:10.184430Z] follower | action_type=message\n  message: Um pointy curve on which side do you mean?\n- [2026-05-08T17:34:53.367745Z] follower | action_type=message\n  message: oh do mean the curve on top of the igloo?\n- [2026-05-08T17:35:50.085883Z] follower | action_type=message\n  message: Okay I should have just kept our previous one\n- [2026-05-08T17:35:53.628450Z] follower | action_type=message\n  message: No you are good!\n- [2026-05-08T17:36:18.984257Z] follower | action_type=message\n  message: And then turn around at the igloo to head toward the right side of the bridge?\n- [2026-05-08T17:37:12.477729Z] follower | action_type=message\n  message: oh now I got what \"b\" means! How does that look?\n- [2026-05-08T17:37:43.528453Z] follower | action_type=message\n  message: Like now?\n- [2026-05-08T17:38:26.281398Z] follower | action_type=message\n  message: Alright! Thanks so much! Yes for sure\n- [2026-05-08T17:40:08.124559Z] follower | action_type=message\n  message: Oh oh so we are making a bigger turn there?\n- [2026-05-08T17:40:23.250642Z] follower | action_type=message\n  message: Like that?\n- [2026-05-08T17:41:53.299870Z] follower | action_type=message\n  message: each corners should have 90 degree you mean?\n- [2026-05-08T17:42:40.058917Z] follower | action_type=message\n  message: then do we move straight down?\n- [2026-05-08T17:43:10.544214Z] follower | action_type=message\n  message: how about the corner on the right bottom side?\n- [2026-05-08T17:43:49.516981Z] follower | action_type=message\n  message: Thank you thank you!\n- [2026-05-08T17:43:56.664811Z] follower | action_type=message\n  message: Are we done?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"We were finishing up the map drawing. I think at this stage we were trying to see if we missed anything. But before that I wanted to tell my partner that things were looking good. I think my partner was also doing the same.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 212, "step_index": 99}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [26, 29], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 8], [29, 9], [29, 22], [29, 23], [29, 24], [30, 8], [30, 9], [30, 23], [30, 24], [30, 25], [30, 26], [30, 29], [31, 8], [31, 9], [31, 25], [31, 26], [31, 27], [31, 28], [31, 29], [32, 8], [32, 9], [32, 27], [32, 28], [32, 29], [32, 30], [32, 31], [32, 32], [32, 33], [32, 34], [32, 35], [33, 8], [33, 9], [33, 31], [33, 32], [33, 33], [33, 34], [33, 35], [33, 36], [34, 8], [34, 9], [34, 36], [34, 37], [35, 8], [35, 9], [35, 36], [35, 37], [36, 8], [36, 37], [37, 7], [37, 8], [37, 37], [38, 7], [38, 8], [38, 37], [39, 6], [39, 7], [39, 37], [40, 6], [40, 7], [40, 13], [40, 14], [40, 15], [40, 37], [41, 5], [41, 6], [41, 11], [41, 12], [41, 13], [41, 14], [41, 15], [41, 16], [41, 17], [41, 36], [41, 37], [42, 5], [42, 6], [42, 11], [42, 12], [42, 17], [42, 18], [42, 36], [42, 37], [43, 4], [43, 5], [43, 11], [43, 18], [43, 19], [43, 36], [43, 37], [44, 4], [44, 5], [44, 10], [44, 11], [44, 18], [44, 19], [44, 36], [44, 37], [45, 3], [45, 4], [45, 7], [45, 10], [45, 11], [45, 19], [45, 20], [45, 36], [45, 37], [46, 3], [46, 4], [46, 10], [46, 11], [46, 19], [46, 20], [46, 36], [46, 37], [47, 3], [47, 4], [47, 10], [47, 19], [47, 20], [47, 21], [47, 36], [47, 37], [48, 4], [48, 8], [48, 9], [48, 10], [48, 20], [48, 21], [48, 36], [48, 37], [49, 4], [49, 5], [49, 6], [49, 7], [49, 8], [49, 9], [49, 10], [49, 21], [49, 22], [49, 29], [49, 30], [49, 36], [49, 37], [50, 21], [50, 22], [50, 28], [50, 29], [50, 30], [50, 31], [50, 36], [50, 37], [51, 22], [51, 23], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 37], [52, 23], [52, 24], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [52, 36], [52, 37], [53, 23], [53, 24], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 36], [53, 37], [54, 24], [54, 25], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [54, 35], [54, 36], [55, 24], [55, 25], [55, 26], [55, 34], [55, 35], [55, 36], [56, 26], [56, 27], [56, 31], [56, 32], [56, 33], [56, 34], [57, 27], [57, 28], [57, 29], [57, 30], [57, 31], [57, 32], [58, 28], [58, 29]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:44:14.896439Z\n- action_type: message\n- message: Oh do we need to mark\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n- [2026-05-08T17:26:09.366492Z] follower | action_type=message\n  message: No you are amazing! How about now?\n- [2026-05-08T17:27:08.374000Z] follower | action_type=message\n  message: Yay thanks for your patience. let me know the next route!\n- [2026-05-08T17:28:08.065962Z] follower | action_type=message\n  message: okay so we are making a huge u turn around the pyramid to head to the left side of the forest\n- [2026-05-08T17:29:05.768649Z] follower | action_type=message\n  message: okay let me try it out\n- [2026-05-08T17:30:47.115928Z] follower | action_type=message\n  message: This is really helpful!\n- [2026-05-08T17:31:49.803341Z] follower | action_type=message\n  message: Does that look okay for you?\n- [2026-05-08T17:33:00.897017Z] follower | action_type=message\n  message: was it too right?\n- [2026-05-08T17:34:01.421831Z] follower | action_type=message\n  message: Sorry my drawing is too bad\n- [2026-05-08T17:34:10.184430Z] follower | action_type=message\n  message: Um pointy curve on which side do you mean?\n- [2026-05-08T17:34:53.367745Z] follower | action_type=message\n  message: oh do mean the curve on top of the igloo?\n- [2026-05-08T17:35:50.085883Z] follower | action_type=message\n  message: Okay I should have just kept our previous one\n- [2026-05-08T17:35:53.628450Z] follower | action_type=message\n  message: No you are good!\n- [2026-05-08T17:36:18.984257Z] follower | action_type=message\n  message: And then turn around at the igloo to head toward the right side of the bridge?\n- [2026-05-08T17:37:12.477729Z] follower | action_type=message\n  message: oh now I got what \"b\" means! How does that look?\n- [2026-05-08T17:37:43.528453Z] follower | action_type=message\n  message: Like now?\n- [2026-05-08T17:38:26.281398Z] follower | action_type=message\n  message: Alright! Thanks so much! Yes for sure\n- [2026-05-08T17:40:08.124559Z] follower | action_type=message\n  message: Oh oh so we are making a bigger turn there?\n- [2026-05-08T17:40:23.250642Z] follower | action_type=message\n  message: Like that?\n- [2026-05-08T17:41:53.299870Z] follower | action_type=message\n  message: each corners should have 90 degree you mean?\n- [2026-05-08T17:42:40.058917Z] follower | action_type=message\n  message: then do we move straight down?\n- [2026-05-08T17:43:10.544214Z] follower | action_type=message\n  message: how about the corner on the right bottom side?\n- [2026-05-08T17:43:49.516981Z] follower | action_type=message\n  message: Thank you thank you!\n- [2026-05-08T17:43:56.664811Z] follower | action_type=message\n  message: Are we done?\n- [2026-05-08T17:44:11.291037Z] follower | action_type=message\n  message: I'm curious if I should cross out the pyramid on my map\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"I was not sure if we needed to mark the X symbol on the end point so I asked my partner should we do that and my partner was also wondering if we needed to erase the pyramid so I said maybe yes we should do that so we moved onto finalizing those little things before wrapping up. I did this to review if we missed anything\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 214, "step_index": 100}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [26, 29], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 8], [29, 9], [29, 22], [29, 23], [29, 24], [30, 8], [30, 9], [30, 23], [30, 24], [30, 25], [30, 26], [30, 29], [31, 8], [31, 9], [31, 25], [31, 26], [31, 27], [31, 28], [31, 29], [32, 8], [32, 9], [32, 27], [32, 28], [32, 29], [32, 30], [32, 31], [32, 32], [32, 33], [32, 34], [32, 35], [33, 8], [33, 9], [33, 31], [33, 32], [33, 33], [33, 34], [33, 35], [33, 36], [34, 8], [34, 9], [34, 36], [34, 37], [35, 8], [35, 9], [35, 36], [35, 37], [36, 8], [36, 37], [37, 7], [37, 8], [37, 37], [38, 7], [38, 8], [38, 37], [39, 6], [39, 7], [39, 37], [40, 6], [40, 7], [40, 13], [40, 14], [40, 15], [40, 37], [41, 5], [41, 6], [41, 11], [41, 12], [41, 13], [41, 14], [41, 15], [41, 16], [41, 17], [41, 36], [41, 37], [42, 5], [42, 6], [42, 11], [42, 12], [42, 17], [42, 18], [42, 36], [42, 37], [43, 4], [43, 5], [43, 11], [43, 18], [43, 19], [43, 36], [43, 37], [44, 4], [44, 5], [44, 10], [44, 11], [44, 18], [44, 19], [44, 36], [44, 37], [45, 3], [45, 4], [45, 7], [45, 10], [45, 11], [45, 19], [45, 20], [45, 36], [45, 37], [46, 3], [46, 4], [46, 10], [46, 11], [46, 19], [46, 20], [46, 36], [46, 37], [47, 3], [47, 4], [47, 10], [47, 19], [47, 20], [47, 21], [47, 36], [47, 37], [48, 4], [48, 8], [48, 9], [48, 10], [48, 20], [48, 21], [48, 36], [48, 37], [49, 4], [49, 5], [49, 6], [49, 7], [49, 8], [49, 9], [49, 10], [49, 21], [49, 22], [49, 29], [49, 30], [49, 36], [49, 37], [50, 21], [50, 22], [50, 28], [50, 29], [50, 30], [50, 31], [50, 36], [50, 37], [51, 22], [51, 23], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 37], [52, 23], [52, 24], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [52, 36], [52, 37], [53, 23], [53, 24], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 36], [53, 37], [54, 24], [54, 25], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [54, 35], [54, 36], [55, 24], [55, 25], [55, 26], [55, 34], [55, 35], [55, 36], [56, 26], [56, 27], [56, 31], [56, 32], [56, 33], [56, 34], [57, 27], [57, 28], [57, 29], [57, 30], [57, 31], [57, 32], [58, 28], [58, 29]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:44:16.050833Z\n- action_type: message\n- message: X\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n- [2026-05-08T17:26:09.366492Z] follower | action_type=message\n  message: No you are amazing! How about now?\n- [2026-05-08T17:27:08.374000Z] follower | action_type=message\n  message: Yay thanks for your patience. let me know the next route!\n- [2026-05-08T17:28:08.065962Z] follower | action_type=message\n  message: okay so we are making a huge u turn around the pyramid to head to the left side of the forest\n- [2026-05-08T17:29:05.768649Z] follower | action_type=message\n  message: okay let me try it out\n- [2026-05-08T17:30:47.115928Z] follower | action_type=message\n  message: This is really helpful!\n- [2026-05-08T17:31:49.803341Z] follower | action_type=message\n  message: Does that look okay for you?\n- [2026-05-08T17:33:00.897017Z] follower | action_type=message\n  message: was it too right?\n- [2026-05-08T17:34:01.421831Z] follower | action_type=message\n  message: Sorry my drawing is too bad\n- [2026-05-08T17:34:10.184430Z] follower | action_type=message\n  message: Um pointy curve on which side do you mean?\n- [2026-05-08T17:34:53.367745Z] follower | action_type=message\n  message: oh do mean the curve on top of the igloo?\n- [2026-05-08T17:35:50.085883Z] follower | action_type=message\n  message: Okay I should have just kept our previous one\n- [2026-05-08T17:35:53.628450Z] follower | action_type=message\n  message: No you are good!\n- [2026-05-08T17:36:18.984257Z] follower | action_type=message\n  message: And then turn around at the igloo to head toward the right side of the bridge?\n- [2026-05-08T17:37:12.477729Z] follower | action_type=message\n  message: oh now I got what \"b\" means! How does that look?\n- [2026-05-08T17:37:43.528453Z] follower | action_type=message\n  message: Like now?\n- [2026-05-08T17:38:26.281398Z] follower | action_type=message\n  message: Alright! Thanks so much! Yes for sure\n- [2026-05-08T17:40:08.124559Z] follower | action_type=message\n  message: Oh oh so we are making a bigger turn there?\n- [2026-05-08T17:40:23.250642Z] follower | action_type=message\n  message: Like that?\n- [2026-05-08T17:41:53.299870Z] follower | action_type=message\n  message: each corners should have 90 degree you mean?\n- [2026-05-08T17:42:40.058917Z] follower | action_type=message\n  message: then do we move straight down?\n- [2026-05-08T17:43:10.544214Z] follower | action_type=message\n  message: how about the corner on the right bottom side?\n- [2026-05-08T17:43:49.516981Z] follower | action_type=message\n  message: Thank you thank you!\n- [2026-05-08T17:43:56.664811Z] follower | action_type=message\n  message: Are we done?\n- [2026-05-08T17:44:11.291037Z] follower | action_type=message\n  message: I'm curious if I should cross out the pyramid on my map\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"I was not sure if we needed to mark the X symbol on the end point so I asked my partner should we do that and my partner was also wondering if we needed to erase the pyramid so I said maybe yes we should do that so we moved onto finalizing those little things before wrapping up. I did this to review if we missed anything\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 215, "step_index": 101}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [26, 29], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 8], [29, 9], [29, 22], [29, 23], [29, 24], [30, 8], [30, 9], [30, 23], [30, 24], [30, 25], [30, 26], [30, 29], [31, 8], [31, 9], [31, 25], [31, 26], [31, 27], [31, 28], [31, 29], [32, 8], [32, 9], [32, 27], [32, 28], [32, 29], [32, 30], [32, 31], [32, 32], [32, 33], [32, 34], [32, 35], [33, 8], [33, 9], [33, 31], [33, 32], [33, 33], [33, 34], [33, 35], [33, 36], [34, 8], [34, 9], [34, 36], [34, 37], [35, 8], [35, 9], [35, 36], [35, 37], [36, 8], [36, 37], [37, 7], [37, 8], [37, 37], [38, 7], [38, 8], [38, 37], [39, 6], [39, 7], [39, 37], [40, 6], [40, 7], [40, 13], [40, 14], [40, 15], [40, 37], [41, 5], [41, 6], [41, 11], [41, 12], [41, 13], [41, 14], [41, 15], [41, 16], [41, 17], [41, 36], [41, 37], [42, 5], [42, 6], [42, 11], [42, 12], [42, 17], [42, 18], [42, 36], [42, 37], [43, 4], [43, 5], [43, 11], [43, 18], [43, 19], [43, 36], [43, 37], [44, 4], [44, 5], [44, 10], [44, 11], [44, 18], [44, 19], [44, 36], [44, 37], [45, 3], [45, 4], [45, 7], [45, 10], [45, 11], [45, 19], [45, 20], [45, 36], [45, 37], [46, 3], [46, 4], [46, 10], [46, 11], [46, 19], [46, 20], [46, 36], [46, 37], [47, 3], [47, 4], [47, 10], [47, 19], [47, 20], [47, 21], [47, 36], [47, 37], [48, 4], [48, 8], [48, 9], [48, 10], [48, 20], [48, 21], [48, 36], [48, 37], [49, 4], [49, 5], [49, 6], [49, 7], [49, 8], [49, 9], [49, 10], [49, 21], [49, 22], [49, 29], [49, 30], [49, 36], [49, 37], [50, 21], [50, 22], [50, 28], [50, 29], [50, 30], [50, 31], [50, 36], [50, 37], [51, 22], [51, 23], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 37], [52, 23], [52, 24], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [52, 36], [52, 37], [53, 23], [53, 24], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 36], [53, 37], [54, 24], [54, 25], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [54, 35], [54, 36], [55, 24], [55, 25], [55, 26], [55, 34], [55, 35], [55, 36], [56, 26], [56, 27], [56, 31], [56, 32], [56, 33], [56, 34], [57, 27], [57, 28], [57, 29], [57, 30], [57, 31], [57, 32], [58, 28], [58, 29]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:44:21.885224Z\n- action_type: message\n- message: on the finishing point\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n- [2026-05-08T17:26:09.366492Z] follower | action_type=message\n  message: No you are amazing! How about now?\n- [2026-05-08T17:27:08.374000Z] follower | action_type=message\n  message: Yay thanks for your patience. let me know the next route!\n- [2026-05-08T17:28:08.065962Z] follower | action_type=message\n  message: okay so we are making a huge u turn around the pyramid to head to the left side of the forest\n- [2026-05-08T17:29:05.768649Z] follower | action_type=message\n  message: okay let me try it out\n- [2026-05-08T17:30:47.115928Z] follower | action_type=message\n  message: This is really helpful!\n- [2026-05-08T17:31:49.803341Z] follower | action_type=message\n  message: Does that look okay for you?\n- [2026-05-08T17:33:00.897017Z] follower | action_type=message\n  message: was it too right?\n- [2026-05-08T17:34:01.421831Z] follower | action_type=message\n  message: Sorry my drawing is too bad\n- [2026-05-08T17:34:10.184430Z] follower | action_type=message\n  message: Um pointy curve on which side do you mean?\n- [2026-05-08T17:34:53.367745Z] follower | action_type=message\n  message: oh do mean the curve on top of the igloo?\n- [2026-05-08T17:35:50.085883Z] follower | action_type=message\n  message: Okay I should have just kept our previous one\n- [2026-05-08T17:35:53.628450Z] follower | action_type=message\n  message: No you are good!\n- [2026-05-08T17:36:18.984257Z] follower | action_type=message\n  message: And then turn around at the igloo to head toward the right side of the bridge?\n- [2026-05-08T17:37:12.477729Z] follower | action_type=message\n  message: oh now I got what \"b\" means! How does that look?\n- [2026-05-08T17:37:43.528453Z] follower | action_type=message\n  message: Like now?\n- [2026-05-08T17:38:26.281398Z] follower | action_type=message\n  message: Alright! Thanks so much! Yes for sure\n- [2026-05-08T17:40:08.124559Z] follower | action_type=message\n  message: Oh oh so we are making a bigger turn there?\n- [2026-05-08T17:40:23.250642Z] follower | action_type=message\n  message: Like that?\n- [2026-05-08T17:41:53.299870Z] follower | action_type=message\n  message: each corners should have 90 degree you mean?\n- [2026-05-08T17:42:40.058917Z] follower | action_type=message\n  message: then do we move straight down?\n- [2026-05-08T17:43:10.544214Z] follower | action_type=message\n  message: how about the corner on the right bottom side?\n- [2026-05-08T17:43:49.516981Z] follower | action_type=message\n  message: Thank you thank you!\n- [2026-05-08T17:43:56.664811Z] follower | action_type=message\n  message: Are we done?\n- [2026-05-08T17:44:11.291037Z] follower | action_type=message\n  message: I'm curious if I should cross out the pyramid on my map\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"I was not sure if we needed to mark the X symbol on the end point so I asked my partner should we do that and my partner was also wondering if we needed to erase the pyramid so I said maybe yes we should do that so we moved onto finalizing those little things before wrapping up. I did this to review if we missed anything\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 216, "step_index": 102}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [26, 29], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 8], [29, 9], [29, 22], [29, 23], [29, 24], [30, 8], [30, 9], [30, 23], [30, 24], [30, 25], [30, 26], [30, 29], [31, 8], [31, 9], [31, 25], [31, 26], [31, 27], [31, 28], [31, 29], [32, 8], [32, 9], [32, 27], [32, 28], [32, 29], [32, 30], [32, 31], [32, 32], [32, 33], [32, 34], [32, 35], [33, 8], [33, 9], [33, 31], [33, 32], [33, 33], [33, 34], [33, 35], [33, 36], [34, 8], [34, 9], [34, 36], [34, 37], [35, 8], [35, 9], [35, 36], [35, 37], [36, 8], [36, 37], [37, 7], [37, 8], [37, 37], [38, 7], [38, 8], [38, 37], [39, 6], [39, 7], [39, 37], [40, 6], [40, 7], [40, 13], [40, 14], [40, 15], [40, 37], [41, 5], [41, 6], [41, 11], [41, 12], [41, 13], [41, 14], [41, 15], [41, 16], [41, 17], [41, 36], [41, 37], [42, 5], [42, 6], [42, 11], [42, 12], [42, 17], [42, 18], [42, 36], [42, 37], [43, 4], [43, 5], [43, 11], [43, 18], [43, 19], [43, 36], [43, 37], [44, 4], [44, 5], [44, 10], [44, 11], [44, 18], [44, 19], [44, 36], [44, 37], [45, 3], [45, 4], [45, 7], [45, 10], [45, 11], [45, 19], [45, 20], [45, 36], [45, 37], [46, 3], [46, 4], [46, 10], [46, 11], [46, 19], [46, 20], [46, 36], [46, 37], [47, 3], [47, 4], [47, 10], [47, 19], [47, 20], [47, 21], [47, 36], [47, 37], [48, 4], [48, 8], [48, 9], [48, 10], [48, 20], [48, 21], [48, 36], [48, 37], [49, 4], [49, 5], [49, 6], [49, 7], [49, 8], [49, 9], [49, 10], [49, 21], [49, 22], [49, 29], [49, 30], [49, 36], [49, 37], [50, 21], [50, 22], [50, 28], [50, 29], [50, 30], [50, 31], [50, 36], [50, 37], [51, 22], [51, 23], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 37], [52, 23], [52, 24], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [52, 36], [52, 37], [53, 23], [53, 24], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 36], [53, 37], [54, 24], [54, 25], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [54, 35], [54, 36], [55, 24], [55, 25], [55, 26], [55, 34], [55, 35], [55, 36], [56, 26], [56, 27], [56, 31], [56, 32], [56, 33], [56, 34], [57, 27], [57, 28], [57, 29], [57, 30], [57, 31], [57, 32], [58, 28], [58, 29]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:44:29.854714Z\n- action_type: message\n- message: Oh right the pyramid\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n- [2026-05-08T17:26:09.366492Z] follower | action_type=message\n  message: No you are amazing! How about now?\n- [2026-05-08T17:27:08.374000Z] follower | action_type=message\n  message: Yay thanks for your patience. let me know the next route!\n- [2026-05-08T17:28:08.065962Z] follower | action_type=message\n  message: okay so we are making a huge u turn around the pyramid to head to the left side of the forest\n- [2026-05-08T17:29:05.768649Z] follower | action_type=message\n  message: okay let me try it out\n- [2026-05-08T17:30:47.115928Z] follower | action_type=message\n  message: This is really helpful!\n- [2026-05-08T17:31:49.803341Z] follower | action_type=message\n  message: Does that look okay for you?\n- [2026-05-08T17:33:00.897017Z] follower | action_type=message\n  message: was it too right?\n- [2026-05-08T17:34:01.421831Z] follower | action_type=message\n  message: Sorry my drawing is too bad\n- [2026-05-08T17:34:10.184430Z] follower | action_type=message\n  message: Um pointy curve on which side do you mean?\n- [2026-05-08T17:34:53.367745Z] follower | action_type=message\n  message: oh do mean the curve on top of the igloo?\n- [2026-05-08T17:35:50.085883Z] follower | action_type=message\n  message: Okay I should have just kept our previous one\n- [2026-05-08T17:35:53.628450Z] follower | action_type=message\n  message: No you are good!\n- [2026-05-08T17:36:18.984257Z] follower | action_type=message\n  message: And then turn around at the igloo to head toward the right side of the bridge?\n- [2026-05-08T17:37:12.477729Z] follower | action_type=message\n  message: oh now I got what \"b\" means! How does that look?\n- [2026-05-08T17:37:43.528453Z] follower | action_type=message\n  message: Like now?\n- [2026-05-08T17:38:26.281398Z] follower | action_type=message\n  message: Alright! Thanks so much! Yes for sure\n- [2026-05-08T17:40:08.124559Z] follower | action_type=message\n  message: Oh oh so we are making a bigger turn there?\n- [2026-05-08T17:40:23.250642Z] follower | action_type=message\n  message: Like that?\n- [2026-05-08T17:41:53.299870Z] follower | action_type=message\n  message: each corners should have 90 degree you mean?\n- [2026-05-08T17:42:40.058917Z] follower | action_type=message\n  message: then do we move straight down?\n- [2026-05-08T17:43:10.544214Z] follower | action_type=message\n  message: how about the corner on the right bottom side?\n- [2026-05-08T17:43:49.516981Z] follower | action_type=message\n  message: Thank you thank you!\n- [2026-05-08T17:43:56.664811Z] follower | action_type=message\n  message: Are we done?\n- [2026-05-08T17:44:11.291037Z] follower | action_type=message\n  message: I'm curious if I should cross out the pyramid on my map\n- [2026-05-08T17:44:28.247593Z] follower | action_type=message\n  message: Oh yes will do that\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"I was not sure if we needed to mark the X symbol on the end point so I asked my partner should we do that and my partner was also wondering if we needed to erase the pyramid so I said maybe yes we should do that so we moved onto finalizing those little things before wrapping up. I did this to review if we missed anything\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 218, "step_index": 103}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 33], [7, 34], [7, 35], [8, 31], [8, 32], [8, 33], [8, 34], [9, 29], [9, 30], [9, 31], [9, 32], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 19], [12, 20], [12, 21], [13, 19], [13, 20], [14, 19], [15, 19], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [26, 29], [27, 20], [27, 21], [27, 22], [28, 21], [28, 22], [28, 23], [29, 8], [29, 9], [29, 22], [29, 23], [29, 24], [30, 7], [30, 8], [30, 9], [30, 23], [30, 24], [30, 25], [30, 26], [30, 29], [31, 8], [31, 9], [31, 25], [31, 26], [31, 27], [31, 28], [31, 29], [32, 8], [32, 9], [32, 27], [32, 28], [32, 29], [32, 30], [32, 31], [32, 32], [32, 33], [32, 34], [32, 35], [33, 8], [33, 9], [33, 31], [33, 32], [33, 33], [33, 34], [33, 35], [33, 36], [34, 8], [34, 9], [34, 36], [34, 37], [35, 8], [35, 9], [35, 36], [35, 37], [36, 8], [36, 37], [37, 7], [37, 8], [37, 37], [38, 7], [38, 8], [38, 37], [39, 6], [39, 7], [39, 37], [40, 6], [40, 7], [40, 13], [40, 14], [40, 15], [40, 37], [41, 5], [41, 6], [41, 11], [41, 12], [41, 13], [41, 14], [41, 15], [41, 16], [41, 17], [41, 36], [41, 37], [42, 5], [42, 6], [42, 11], [42, 12], [42, 17], [42, 18], [42, 36], [42, 37], [43, 4], [43, 5], [43, 11], [43, 18], [43, 19], [43, 36], [43, 37], [44, 4], [44, 5], [44, 10], [44, 11], [44, 18], [44, 19], [44, 36], [44, 37], [45, 3], [45, 4], [45, 7], [45, 10], [45, 11], [45, 19], [45, 20], [45, 36], [45, 37], [46, 3], [46, 4], [46, 10], [46, 11], [46, 19], [46, 20], [46, 36], [46, 37], [47, 3], [47, 4], [47, 10], [47, 19], [47, 20], [47, 21], [47, 36], [47, 37], [48, 4], [48, 8], [48, 9], [48, 10], [48, 20], [48, 21], [48, 36], [48, 37], [49, 4], [49, 5], [49, 6], [49, 7], [49, 8], [49, 9], [49, 10], [49, 21], [49, 22], [49, 29], [49, 30], [49, 36], [49, 37], [50, 21], [50, 22], [50, 28], [50, 29], [50, 30], [50, 31], [50, 36], [50, 37], [51, 22], [51, 23], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 37], [52, 23], [52, 24], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [52, 36], [52, 37], [53, 23], [53, 24], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 36], [53, 37], [54, 24], [54, 25], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [54, 35], [54, 36], [55, 24], [55, 25], [55, 26], [55, 34], [55, 35], [55, 36], [56, 26], [56, 27], [56, 31], [56, 32], [56, 33], [56, 34], [57, 27], [57, 28], [57, 29], [57, 30], [57, 31], [57, 32], [58, 28], [58, 29]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:44:34.129772Z\n- action_type: message\n- message: Maybe yes?\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n- [2026-05-08T17:26:09.366492Z] follower | action_type=message\n  message: No you are amazing! How about now?\n- [2026-05-08T17:27:08.374000Z] follower | action_type=message\n  message: Yay thanks for your patience. let me know the next route!\n- [2026-05-08T17:28:08.065962Z] follower | action_type=message\n  message: okay so we are making a huge u turn around the pyramid to head to the left side of the forest\n- [2026-05-08T17:29:05.768649Z] follower | action_type=message\n  message: okay let me try it out\n- [2026-05-08T17:30:47.115928Z] follower | action_type=message\n  message: This is really helpful!\n- [2026-05-08T17:31:49.803341Z] follower | action_type=message\n  message: Does that look okay for you?\n- [2026-05-08T17:33:00.897017Z] follower | action_type=message\n  message: was it too right?\n- [2026-05-08T17:34:01.421831Z] follower | action_type=message\n  message: Sorry my drawing is too bad\n- [2026-05-08T17:34:10.184430Z] follower | action_type=message\n  message: Um pointy curve on which side do you mean?\n- [2026-05-08T17:34:53.367745Z] follower | action_type=message\n  message: oh do mean the curve on top of the igloo?\n- [2026-05-08T17:35:50.085883Z] follower | action_type=message\n  message: Okay I should have just kept our previous one\n- [2026-05-08T17:35:53.628450Z] follower | action_type=message\n  message: No you are good!\n- [2026-05-08T17:36:18.984257Z] follower | action_type=message\n  message: And then turn around at the igloo to head toward the right side of the bridge?\n- [2026-05-08T17:37:12.477729Z] follower | action_type=message\n  message: oh now I got what \"b\" means! How does that look?\n- [2026-05-08T17:37:43.528453Z] follower | action_type=message\n  message: Like now?\n- [2026-05-08T17:38:26.281398Z] follower | action_type=message\n  message: Alright! Thanks so much! Yes for sure\n- [2026-05-08T17:40:08.124559Z] follower | action_type=message\n  message: Oh oh so we are making a bigger turn there?\n- [2026-05-08T17:40:23.250642Z] follower | action_type=message\n  message: Like that?\n- [2026-05-08T17:41:53.299870Z] follower | action_type=message\n  message: each corners should have 90 degree you mean?\n- [2026-05-08T17:42:40.058917Z] follower | action_type=message\n  message: then do we move straight down?\n- [2026-05-08T17:43:10.544214Z] follower | action_type=message\n  message: how about the corner on the right bottom side?\n- [2026-05-08T17:43:49.516981Z] follower | action_type=message\n  message: Thank you thank you!\n- [2026-05-08T17:43:56.664811Z] follower | action_type=message\n  message: Are we done?\n- [2026-05-08T17:44:11.291037Z] follower | action_type=message\n  message: I'm curious if I should cross out the pyramid on my map\n- [2026-05-08T17:44:28.247593Z] follower | action_type=message\n  message: Oh yes will do that\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"I was not sure if we needed to mark the X symbol on the end point so I asked my partner should we do that and my partner was also wondering if we needed to erase the pyramid so I said maybe yes we should do that so we moved onto finalizing those little things before wrapping up. I did this to review if we missed anything\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 222, "step_index": 104}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 4], [7, 5], [7, 11], [7, 12], [7, 33], [7, 34], [7, 35], [8, 4], [8, 5], [8, 10], [8, 11], [8, 12], [8, 31], [8, 32], [8, 33], [8, 34], [9, 5], [9, 6], [9, 9], [9, 10], [9, 29], [9, 30], [9, 31], [9, 32], [10, 5], [10, 6], [10, 7], [10, 8], [10, 9], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 6], [11, 7], [11, 8], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 5], [12, 6], [12, 7], [12, 8], [12, 19], [12, 20], [12, 21], [13, 4], [13, 5], [13, 6], [13, 8], [13, 9], [13, 19], [13, 20], [14, 4], [14, 5], [14, 9], [14, 10], [14, 19], [15, 10], [15, 11], [15, 19], [16, 10], [16, 11], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [26, 29], [27, 20], [27, 21], [27, 22], [28, 9], [28, 21], [28, 22], [28, 23], [29, 8], [29, 9], [29, 22], [29, 23], [29, 24], [30, 8], [30, 9], [30, 10], [30, 23], [30, 24], [30, 25], [30, 26], [30, 29], [31, 8], [31, 9], [31, 25], [31, 26], [31, 27], [31, 28], [31, 29], [32, 8], [32, 9], [32, 27], [32, 28], [32, 29], [32, 30], [32, 31], [32, 32], [32, 33], [32, 34], [32, 35], [33, 8], [33, 9], [33, 31], [33, 32], [33, 33], [33, 34], [33, 35], [33, 36], [34, 8], [34, 9], [34, 36], [34, 37], [35, 8], [35, 9], [35, 36], [35, 37], [36, 8], [36, 37], [37, 7], [37, 8], [37, 37], [38, 7], [38, 8], [38, 37], [39, 6], [39, 7], [39, 37], [40, 6], [40, 7], [40, 13], [40, 14], [40, 15], [40, 37], [41, 5], [41, 6], [41, 11], [41, 12], [41, 13], [41, 14], [41, 15], [41, 16], [41, 17], [41, 36], [41, 37], [42, 5], [42, 6], [42, 11], [42, 12], [42, 17], [42, 18], [42, 36], [42, 37], [43, 4], [43, 5], [43, 11], [43, 18], [43, 19], [43, 36], [43, 37], [44, 4], [44, 5], [44, 10], [44, 11], [44, 18], [44, 19], [44, 36], [44, 37], [45, 3], [45, 4], [45, 7], [45, 10], [45, 11], [45, 19], [45, 20], [45, 36], [45, 37], [46, 3], [46, 4], [46, 10], [46, 11], [46, 19], [46, 20], [46, 36], [46, 37], [47, 3], [47, 4], [47, 10], [47, 19], [47, 20], [47, 21], [47, 36], [47, 37], [48, 4], [48, 8], [48, 9], [48, 10], [48, 20], [48, 21], [48, 36], [48, 37], [49, 4], [49, 5], [49, 6], [49, 7], [49, 8], [49, 9], [49, 10], [49, 21], [49, 22], [49, 29], [49, 30], [49, 36], [49, 37], [50, 21], [50, 22], [50, 28], [50, 29], [50, 30], [50, 31], [50, 36], [50, 37], [51, 22], [51, 23], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 37], [52, 23], [52, 24], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [52, 36], [52, 37], [53, 23], [53, 24], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 36], [53, 37], [54, 24], [54, 25], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [54, 35], [54, 36], [55, 24], [55, 25], [55, 26], [55, 34], [55, 35], [55, 36], [56, 26], [56, 27], [56, 31], [56, 32], [56, 33], [56, 34], [57, 27], [57, 28], [57, 29], [57, 30], [57, 31], [57, 32], [58, 28], [58, 29]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:44:59.785845Z\n- action_type: message\n- message: I think we did well????\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n- [2026-05-08T17:26:09.366492Z] follower | action_type=message\n  message: No you are amazing! How about now?\n- [2026-05-08T17:27:08.374000Z] follower | action_type=message\n  message: Yay thanks for your patience. let me know the next route!\n- [2026-05-08T17:28:08.065962Z] follower | action_type=message\n  message: okay so we are making a huge u turn around the pyramid to head to the left side of the forest\n- [2026-05-08T17:29:05.768649Z] follower | action_type=message\n  message: okay let me try it out\n- [2026-05-08T17:30:47.115928Z] follower | action_type=message\n  message: This is really helpful!\n- [2026-05-08T17:31:49.803341Z] follower | action_type=message\n  message: Does that look okay for you?\n- [2026-05-08T17:33:00.897017Z] follower | action_type=message\n  message: was it too right?\n- [2026-05-08T17:34:01.421831Z] follower | action_type=message\n  message: Sorry my drawing is too bad\n- [2026-05-08T17:34:10.184430Z] follower | action_type=message\n  message: Um pointy curve on which side do you mean?\n- [2026-05-08T17:34:53.367745Z] follower | action_type=message\n  message: oh do mean the curve on top of the igloo?\n- [2026-05-08T17:35:50.085883Z] follower | action_type=message\n  message: Okay I should have just kept our previous one\n- [2026-05-08T17:35:53.628450Z] follower | action_type=message\n  message: No you are good!\n- [2026-05-08T17:36:18.984257Z] follower | action_type=message\n  message: And then turn around at the igloo to head toward the right side of the bridge?\n- [2026-05-08T17:37:12.477729Z] follower | action_type=message\n  message: oh now I got what \"b\" means! How does that look?\n- [2026-05-08T17:37:43.528453Z] follower | action_type=message\n  message: Like now?\n- [2026-05-08T17:38:26.281398Z] follower | action_type=message\n  message: Alright! Thanks so much! Yes for sure\n- [2026-05-08T17:40:08.124559Z] follower | action_type=message\n  message: Oh oh so we are making a bigger turn there?\n- [2026-05-08T17:40:23.250642Z] follower | action_type=message\n  message: Like that?\n- [2026-05-08T17:41:53.299870Z] follower | action_type=message\n  message: each corners should have 90 degree you mean?\n- [2026-05-08T17:42:40.058917Z] follower | action_type=message\n  message: then do we move straight down?\n- [2026-05-08T17:43:10.544214Z] follower | action_type=message\n  message: how about the corner on the right bottom side?\n- [2026-05-08T17:43:49.516981Z] follower | action_type=message\n  message: Thank you thank you!\n- [2026-05-08T17:43:56.664811Z] follower | action_type=message\n  message: Are we done?\n- [2026-05-08T17:44:11.291037Z] follower | action_type=message\n  message: I'm curious if I should cross out the pyramid on my map\n- [2026-05-08T17:44:28.247593Z] follower | action_type=message\n  message: Oh yes will do that\n- [2026-05-08T17:44:44.523176Z] follower | action_type=message\n  message: Okay!\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"At this point we finished up every tasks and I was feeling pretty good and I felt like I had a great partner because we were working together pretty well. So I was trying to say something positive about our experience and I was trying to wrap up. I think my partner at this point was doing the same thing, I mean wrapping up.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 229, "step_index": 105}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Zion\n\nBasic profile:\n- Age: 25-34\n- Gender: Female\n- Education background: Master's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: low. This follower is less likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 4], [7, 5], [7, 11], [7, 12], [7, 33], [7, 34], [7, 35], [8, 4], [8, 5], [8, 10], [8, 11], [8, 12], [8, 31], [8, 32], [8, 33], [8, 34], [9, 5], [9, 6], [9, 9], [9, 10], [9, 29], [9, 30], [9, 31], [9, 32], [10, 5], [10, 6], [10, 7], [10, 8], [10, 9], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [10, 30], [11, 6], [11, 7], [11, 8], [11, 20], [11, 21], [11, 22], [11, 23], [11, 24], [11, 25], [11, 26], [11, 27], [12, 5], [12, 6], [12, 7], [12, 8], [12, 19], [12, 20], [12, 21], [13, 4], [13, 5], [13, 6], [13, 8], [13, 9], [13, 19], [13, 20], [14, 4], [14, 5], [14, 9], [14, 10], [14, 19], [15, 10], [15, 11], [15, 19], [16, 10], [16, 11], [16, 18], [16, 19], [17, 18], [17, 19], [18, 18], [18, 19], [19, 18], [19, 19], [20, 18], [20, 19], [21, 19], [22, 19], [23, 19], [23, 20], [24, 19], [24, 20], [25, 20], [26, 20], [26, 21], [26, 29], [27, 20], [27, 21], [27, 22], [28, 9], [28, 21], [28, 22], [28, 23], [29, 8], [29, 9], [29, 22], [29, 23], [29, 24], [30, 8], [30, 9], [30, 10], [30, 23], [30, 24], [30, 25], [30, 26], [30, 29], [31, 8], [31, 9], [31, 25], [31, 26], [31, 27], [31, 28], [31, 29], [32, 8], [32, 9], [32, 27], [32, 28], [32, 29], [32, 30], [32, 31], [32, 32], [32, 33], [32, 34], [32, 35], [33, 8], [33, 9], [33, 31], [33, 32], [33, 33], [33, 34], [33, 35], [33, 36], [34, 8], [34, 9], [34, 36], [34, 37], [35, 8], [35, 9], [35, 36], [35, 37], [36, 8], [36, 37], [37, 7], [37, 8], [37, 37], [38, 7], [38, 8], [38, 37], [39, 6], [39, 7], [39, 37], [40, 6], [40, 7], [40, 13], [40, 14], [40, 15], [40, 37], [41, 5], [41, 6], [41, 11], [41, 12], [41, 13], [41, 14], [41, 15], [41, 16], [41, 17], [41, 36], [41, 37], [42, 5], [42, 6], [42, 11], [42, 12], [42, 17], [42, 18], [42, 36], [42, 37], [43, 4], [43, 5], [43, 11], [43, 18], [43, 19], [43, 36], [43, 37], [44, 4], [44, 5], [44, 10], [44, 11], [44, 18], [44, 19], [44, 36], [44, 37], [45, 3], [45, 4], [45, 7], [45, 10], [45, 11], [45, 19], [45, 20], [45, 36], [45, 37], [46, 3], [46, 4], [46, 10], [46, 11], [46, 19], [46, 20], [46, 36], [46, 37], [47, 3], [47, 4], [47, 10], [47, 19], [47, 20], [47, 21], [47, 36], [47, 37], [48, 4], [48, 8], [48, 9], [48, 10], [48, 20], [48, 21], [48, 36], [48, 37], [49, 4], [49, 5], [49, 6], [49, 7], [49, 8], [49, 9], [49, 10], [49, 21], [49, 22], [49, 29], [49, 30], [49, 36], [49, 37], [50, 21], [50, 22], [50, 28], [50, 29], [50, 30], [50, 31], [50, 36], [50, 37], [51, 22], [51, 23], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 37], [52, 23], [52, 24], [52, 26], [52, 27], [52, 28], [52, 31], [52, 32], [52, 36], [52, 37], [53, 23], [53, 24], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 36], [53, 37], [54, 24], [54, 25], [54, 27], [54, 28], [54, 29], [54, 30], [54, 31], [54, 32], [54, 35], [54, 36], [55, 24], [55, 25], [55, 26], [55, 34], [55, 35], [55, 36], [56, 26], [56, 27], [56, 31], [56, 32], [56, 33], [56, 34], [57, 27], [57, 28], [57, 29], [57, 30], [57, 31], [57, 32], [58, 28], [58, 29]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-08T17:45:25.619904Z\n- action_type: message\n- message: Sure thank you!!!\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-08T17:10:46.696495Z] follower | action_type=message\n  message: Hi!\n- [2026-05-08T17:13:33.264832Z] follower | action_type=message\n  message: I just passed in between the bones and volcano but lmk if I drew too close to the bones!\n- [2026-05-08T17:14:34.092298Z] follower | action_type=message\n  message: So I may need to make a turn around the volcano? Let me try first so you can see!\n- [2026-05-08T17:15:47.772349Z] follower | action_type=message\n  message: oh oh that's good to know! but not sure if I can move it\n- [2026-05-08T17:16:56.811641Z] follower | action_type=message\n  message: Thanks! Does the location look good for you?\n- [2026-05-08T17:18:20.600639Z] follower | action_type=message\n  message: Sound great! I will try however I understood\n- [2026-05-08T17:21:03.729280Z] follower | action_type=message\n  message: oh oh so we are moving toward the left side of the forest and heading to the bottom of the pyramid?\n- [2026-05-08T17:21:59.257578Z] follower | action_type=message\n  message: oh turn on the right side of the forest and then left side of the pyramid?\n- [2026-05-08T17:22:59.396894Z] follower | action_type=message\n  message: I just stopped there haha Should I move toward left side or right of the pyramid to hit its bottom?\n- [2026-05-08T17:25:07.642376Z] follower | action_type=message\n  message: Ah this is clear enough! for point b, you mean move a little right from the forest, right?\n- [2026-05-08T17:26:09.366492Z] follower | action_type=message\n  message: No you are amazing! How about now?\n- [2026-05-08T17:27:08.374000Z] follower | action_type=message\n  message: Yay thanks for your patience. let me know the next route!\n- [2026-05-08T17:28:08.065962Z] follower | action_type=message\n  message: okay so we are making a huge u turn around the pyramid to head to the left side of the forest\n- [2026-05-08T17:29:05.768649Z] follower | action_type=message\n  message: okay let me try it out\n- [2026-05-08T17:30:47.115928Z] follower | action_type=message\n  message: This is really helpful!\n- [2026-05-08T17:31:49.803341Z] follower | action_type=message\n  message: Does that look okay for you?\n- [2026-05-08T17:33:00.897017Z] follower | action_type=message\n  message: was it too right?\n- [2026-05-08T17:34:01.421831Z] follower | action_type=message\n  message: Sorry my drawing is too bad\n- [2026-05-08T17:34:10.184430Z] follower | action_type=message\n  message: Um pointy curve on which side do you mean?\n- [2026-05-08T17:34:53.367745Z] follower | action_type=message\n  message: oh do mean the curve on top of the igloo?\n- [2026-05-08T17:35:50.085883Z] follower | action_type=message\n  message: Okay I should have just kept our previous one\n- [2026-05-08T17:35:53.628450Z] follower | action_type=message\n  message: No you are good!\n- [2026-05-08T17:36:18.984257Z] follower | action_type=message\n  message: And then turn around at the igloo to head toward the right side of the bridge?\n- [2026-05-08T17:37:12.477729Z] follower | action_type=message\n  message: oh now I got what \"b\" means! How does that look?\n- [2026-05-08T17:37:43.528453Z] follower | action_type=message\n  message: Like now?\n- [2026-05-08T17:38:26.281398Z] follower | action_type=message\n  message: Alright! Thanks so much! Yes for sure\n- [2026-05-08T17:40:08.124559Z] follower | action_type=message\n  message: Oh oh so we are making a bigger turn there?\n- [2026-05-08T17:40:23.250642Z] follower | action_type=message\n  message: Like that?\n- [2026-05-08T17:41:53.299870Z] follower | action_type=message\n  message: each corners should have 90 degree you mean?\n- [2026-05-08T17:42:40.058917Z] follower | action_type=message\n  message: then do we move straight down?\n- [2026-05-08T17:43:10.544214Z] follower | action_type=message\n  message: how about the corner on the right bottom side?\n- [2026-05-08T17:43:49.516981Z] follower | action_type=message\n  message: Thank you thank you!\n- [2026-05-08T17:43:56.664811Z] follower | action_type=message\n  message: Are we done?\n- [2026-05-08T17:44:11.291037Z] follower | action_type=message\n  message: I'm curious if I should cross out the pyramid on my map\n- [2026-05-08T17:44:28.247593Z] follower | action_type=message\n  message: Oh yes will do that\n- [2026-05-08T17:44:44.523176Z] follower | action_type=message\n  message: Okay!\n- [2026-05-08T17:45:11.778092Z] follower | action_type=message\n  message: Yay if you are good with this, I'm ogood too!\n- [2026-05-08T17:45:20.048686Z] follower | action_type=message\n  message: I will submit the task\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"My partner wanted to confirm for the last time asking me if I'm good with this, they're good too, so I confirmed that everything looks great and we submitted the task and I wanted to thank my partner again.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study17", "participant_name": "Zion", "timeline_index": 232, "step_index": 106}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Jean\n\nBasic profile:\n- Age: 25-34\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-16T21:10:21.177483Z\n- action_type: message\n- message: Alright\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-16T21:09:34.891554Z] follower | action_type=message\n  message: Hi\n- [2026-05-16T21:09:56.449951Z] follower | action_type=message\n  message: please guide me\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Confirming the situation with my partner\", \"rationale\": \"We just started the project  \\nDoing fine\\nTo finsih the task\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study36", "participant_name": "Jean", "timeline_index": 2, "step_index": 0}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Jean\n\nBasic profile:\n- Age: 25-34\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-16T21:10:45.145901Z\n- action_type: message\n- message: Lets first confirm the location thats on different locations for ours\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-16T21:09:34.891554Z] follower | action_type=message\n  message: Hi\n- [2026-05-16T21:09:56.449951Z] follower | action_type=message\n  message: please guide me\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Confirming the situation with my partner\", \"rationale\": \"Trying to confirm what location he at, and my partner was trying to do the same. And we took this action because we wanted to be sure of what we were doing.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study36", "participant_name": "Jean", "timeline_index": 3, "step_index": 1}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Jean\n\nBasic profile:\n- Age: 25-34\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-16T21:11:14.122771Z\n- action_type: message\n- message: Can you list your locations from the top or start to the bottom in ascending order\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-16T21:09:34.891554Z] follower | action_type=message\n  message: Hi\n- [2026-05-16T21:09:56.449951Z] follower | action_type=message\n  message: please guide me\n- [2026-05-16T21:10:52.484110Z] follower | action_type=message\n  message: okay\n- [2026-05-16T21:11:08.262476Z] follower | action_type=message\n  message: let me tell you from top:\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Confirming the situation with my partner\", \"rationale\": \"Trying to confirm what location he at, and my partner was trying to do the same. And we took this action because we wanted to be sure of what we were doing.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study36", "participant_name": "Jean", "timeline_index": 6, "step_index": 2}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Jean\n\nBasic profile:\n- Age: 25-34\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-16T21:14:30.759711Z\n- action_type: message\n- message: Alright I so lets do this, lets ignore the location, of the pyramid is the only different location\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-16T21:09:34.891554Z] follower | action_type=message\n  message: Hi\n- [2026-05-16T21:09:56.449951Z] follower | action_type=message\n  message: please guide me\n- [2026-05-16T21:10:52.484110Z] follower | action_type=message\n  message: okay\n- [2026-05-16T21:11:08.262476Z] follower | action_type=message\n  message: let me tell you from top:\n- [2026-05-16T21:11:39.290388Z] follower | action_type=message\n  message: top right: dinosaur bones left side of start\n- [2026-05-16T21:12:03.221683Z] follower | action_type=message\n  message: then below left: pyramid\n- [2026-05-16T21:12:16.556147Z] follower | action_type=message\n  message: after then below right valcano\n- [2026-05-16T21:12:28.214308Z] follower | action_type=message\n  message: then left suspension bridge\n- [2026-05-16T21:12:34.162048Z] follower | action_type=message\n  message: then right side forest\n- [2026-05-16T21:12:43.507771Z] follower | action_type=message\n  message: bottom left igloo\n- [2026-05-16T21:12:45.118733Z] follower | action_type=message\n  message: done\n- [2026-05-16T21:13:47.584441Z] follower | action_type=message\n  message: which is different?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Confirming the situation with my partner\", \"rationale\": \"we decided to ignore the position of the pyramid since we found out that the location of the pyramid is not in the same place for both me and my partner and my partner told us confirming that so we are to be sure\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study36", "participant_name": "Jean", "timeline_index": 15, "step_index": 3}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Jean\n\nBasic profile:\n- Age: 25-34\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-16T21:15:10.520055Z\n- action_type: message\n- message: so yours is at the top left and mines at the bottom right, so let ignore it\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-16T21:09:34.891554Z] follower | action_type=message\n  message: Hi\n- [2026-05-16T21:09:56.449951Z] follower | action_type=message\n  message: please guide me\n- [2026-05-16T21:10:52.484110Z] follower | action_type=message\n  message: okay\n- [2026-05-16T21:11:08.262476Z] follower | action_type=message\n  message: let me tell you from top:\n- [2026-05-16T21:11:39.290388Z] follower | action_type=message\n  message: top right: dinosaur bones left side of start\n- [2026-05-16T21:12:03.221683Z] follower | action_type=message\n  message: then below left: pyramid\n- [2026-05-16T21:12:16.556147Z] follower | action_type=message\n  message: after then below right valcano\n- [2026-05-16T21:12:28.214308Z] follower | action_type=message\n  message: then left suspension bridge\n- [2026-05-16T21:12:34.162048Z] follower | action_type=message\n  message: then right side forest\n- [2026-05-16T21:12:43.507771Z] follower | action_type=message\n  message: bottom left igloo\n- [2026-05-16T21:12:45.118733Z] follower | action_type=message\n  message: done\n- [2026-05-16T21:13:47.584441Z] follower | action_type=message\n  message: which is different?\n- [2026-05-16T21:14:41.331158Z] follower | action_type=message\n  message: okay\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Is waiting for more information to understand the situation\", \"self_reasoning\": \"Confirming the situation with my partner\", \"rationale\": \"we decided to ignore the position of the pyramid since we found out that the location of the pyramid is not in the same place for both me and my partner and my partner told us confirming that so we are to be sure\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study36", "participant_name": "Jean", "timeline_index": 17, "step_index": 4}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Jean\n\nBasic profile:\n- Age: 25-34\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-16T21:15:31.440068Z\n- action_type: message\n- message: ill begin the description, if you have anything thats unclear just tell me\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-16T21:09:34.891554Z] follower | action_type=message\n  message: Hi\n- [2026-05-16T21:09:56.449951Z] follower | action_type=message\n  message: please guide me\n- [2026-05-16T21:10:52.484110Z] follower | action_type=message\n  message: okay\n- [2026-05-16T21:11:08.262476Z] follower | action_type=message\n  message: let me tell you from top:\n- [2026-05-16T21:11:39.290388Z] follower | action_type=message\n  message: top right: dinosaur bones left side of start\n- [2026-05-16T21:12:03.221683Z] follower | action_type=message\n  message: then below left: pyramid\n- [2026-05-16T21:12:16.556147Z] follower | action_type=message\n  message: after then below right valcano\n- [2026-05-16T21:12:28.214308Z] follower | action_type=message\n  message: then left suspension bridge\n- [2026-05-16T21:12:34.162048Z] follower | action_type=message\n  message: then right side forest\n- [2026-05-16T21:12:43.507771Z] follower | action_type=message\n  message: bottom left igloo\n- [2026-05-16T21:12:45.118733Z] follower | action_type=message\n  message: done\n- [2026-05-16T21:13:47.584441Z] follower | action_type=message\n  message: which is different?\n- [2026-05-16T21:14:41.331158Z] follower | action_type=message\n  message: okay\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"I started with the description\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study36", "participant_name": "Jean", "timeline_index": 18, "step_index": 5}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Jean\n\nBasic profile:\n- Age: 25-34\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": []}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-16T21:16:20.519543Z\n- action_type: message\n- message: From the start just go towards the left side of the volcano, a straight line\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-16T21:09:34.891554Z] follower | action_type=message\n  message: Hi\n- [2026-05-16T21:09:56.449951Z] follower | action_type=message\n  message: please guide me\n- [2026-05-16T21:10:52.484110Z] follower | action_type=message\n  message: okay\n- [2026-05-16T21:11:08.262476Z] follower | action_type=message\n  message: let me tell you from top:\n- [2026-05-16T21:11:39.290388Z] follower | action_type=message\n  message: top right: dinosaur bones left side of start\n- [2026-05-16T21:12:03.221683Z] follower | action_type=message\n  message: then below left: pyramid\n- [2026-05-16T21:12:16.556147Z] follower | action_type=message\n  message: after then below right valcano\n- [2026-05-16T21:12:28.214308Z] follower | action_type=message\n  message: then left suspension bridge\n- [2026-05-16T21:12:34.162048Z] follower | action_type=message\n  message: then right side forest\n- [2026-05-16T21:12:43.507771Z] follower | action_type=message\n  message: bottom left igloo\n- [2026-05-16T21:12:45.118733Z] follower | action_type=message\n  message: done\n- [2026-05-16T21:13:47.584441Z] follower | action_type=message\n  message: which is different?\n- [2026-05-16T21:14:41.331158Z] follower | action_type=message\n  message: okay\n- [2026-05-16T21:15:37.093694Z] follower | action_type=message\n  message: sure\n- [2026-05-16T21:15:39.654012Z] follower | action_type=message\n  message: go ahead\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"I was trying to describe the routes as it goes through where we decided where the end points would be.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study36", "participant_name": "Jean", "timeline_index": 21, "step_index": 6}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Jean\n\nBasic profile:\n- Age: 25-34\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 32], [7, 33], [7, 34], [8, 30], [8, 31], [8, 32], [8, 33], [9, 18], [9, 19], [9, 20], [9, 21], [9, 22], [9, 23], [9, 24], [9, 25], [9, 26], [9, 27], [9, 28], [9, 29], [9, 30], [9, 31], [10, 21], [10, 22], [10, 23], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-16T21:17:42.534460Z\n- action_type: message\n- message: no the left side of the Volcano\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-16T21:09:34.891554Z] follower | action_type=message\n  message: Hi\n- [2026-05-16T21:09:56.449951Z] follower | action_type=message\n  message: please guide me\n- [2026-05-16T21:10:52.484110Z] follower | action_type=message\n  message: okay\n- [2026-05-16T21:11:08.262476Z] follower | action_type=message\n  message: let me tell you from top:\n- [2026-05-16T21:11:39.290388Z] follower | action_type=message\n  message: top right: dinosaur bones left side of start\n- [2026-05-16T21:12:03.221683Z] follower | action_type=message\n  message: then below left: pyramid\n- [2026-05-16T21:12:16.556147Z] follower | action_type=message\n  message: after then below right valcano\n- [2026-05-16T21:12:28.214308Z] follower | action_type=message\n  message: then left suspension bridge\n- [2026-05-16T21:12:34.162048Z] follower | action_type=message\n  message: then right side forest\n- [2026-05-16T21:12:43.507771Z] follower | action_type=message\n  message: bottom left igloo\n- [2026-05-16T21:12:45.118733Z] follower | action_type=message\n  message: done\n- [2026-05-16T21:13:47.584441Z] follower | action_type=message\n  message: which is different?\n- [2026-05-16T21:14:41.331158Z] follower | action_type=message\n  message: okay\n- [2026-05-16T21:15:37.093694Z] follower | action_type=message\n  message: sure\n- [2026-05-16T21:15:39.654012Z] follower | action_type=message\n  message: go ahead\n- [2026-05-16T21:17:29.314837Z] follower | action_type=message\n  message: from start to left dinosaur bones will be on top side of line, right?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Something was unclear and we were working it out\", \"partner_intent\": \"Misunderstood and we were not aligned\", \"self_reasoning\": \"Repairing a mistake or misunderstanding\", \"rationale\": \"We are fixing up a mistake my partner made\\n.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study36", "participant_name": "Jean", "timeline_index": 26, "step_index": 7}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Jean\n\nBasic profile:\n- Age: 25-34\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 32], [7, 33], [7, 34], [8, 30], [8, 31], [8, 32], [8, 33], [9, 18], [9, 19], [9, 20], [9, 21], [9, 22], [9, 23], [9, 24], [9, 25], [9, 26], [9, 27], [9, 28], [9, 29], [9, 30], [9, 31], [10, 21], [10, 22], [10, 23], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-16T21:18:00.109447Z\n- action_type: message\n- message: like we journeying and we stop exactly close to the left side of the volcano\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-16T21:09:34.891554Z] follower | action_type=message\n  message: Hi\n- [2026-05-16T21:09:56.449951Z] follower | action_type=message\n  message: please guide me\n- [2026-05-16T21:10:52.484110Z] follower | action_type=message\n  message: okay\n- [2026-05-16T21:11:08.262476Z] follower | action_type=message\n  message: let me tell you from top:\n- [2026-05-16T21:11:39.290388Z] follower | action_type=message\n  message: top right: dinosaur bones left side of start\n- [2026-05-16T21:12:03.221683Z] follower | action_type=message\n  message: then below left: pyramid\n- [2026-05-16T21:12:16.556147Z] follower | action_type=message\n  message: after then below right valcano\n- [2026-05-16T21:12:28.214308Z] follower | action_type=message\n  message: then left suspension bridge\n- [2026-05-16T21:12:34.162048Z] follower | action_type=message\n  message: then right side forest\n- [2026-05-16T21:12:43.507771Z] follower | action_type=message\n  message: bottom left igloo\n- [2026-05-16T21:12:45.118733Z] follower | action_type=message\n  message: done\n- [2026-05-16T21:13:47.584441Z] follower | action_type=message\n  message: which is different?\n- [2026-05-16T21:14:41.331158Z] follower | action_type=message\n  message: okay\n- [2026-05-16T21:15:37.093694Z] follower | action_type=message\n  message: sure\n- [2026-05-16T21:15:39.654012Z] follower | action_type=message\n  message: go ahead\n- [2026-05-16T21:17:29.314837Z] follower | action_type=message\n  message: from start to left dinosaur bones will be on top side of line, right?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"Moving forward, we're describing the route and we're going to stop at the left of the volcano.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study36", "participant_name": "Jean", "timeline_index": 27, "step_index": 8}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Jean\n\nBasic profile:\n- Age: 25-34\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 34], [6, 35], [7, 32], [7, 33], [7, 34], [8, 30], [8, 31], [8, 32], [8, 33], [9, 18], [9, 19], [9, 20], [9, 21], [9, 22], [9, 23], [9, 24], [9, 25], [9, 26], [9, 27], [9, 28], [9, 29], [9, 30], [9, 31], [10, 21], [10, 22], [10, 23], [10, 24], [10, 25], [10, 26], [10, 27], [10, 28]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-16T21:19:30.565859Z\n- action_type: message\n- message: yeah down, we moving down and stopping at the left side of the volcano\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-16T21:09:34.891554Z] follower | action_type=message\n  message: Hi\n- [2026-05-16T21:09:56.449951Z] follower | action_type=message\n  message: please guide me\n- [2026-05-16T21:10:52.484110Z] follower | action_type=message\n  message: okay\n- [2026-05-16T21:11:08.262476Z] follower | action_type=message\n  message: let me tell you from top:\n- [2026-05-16T21:11:39.290388Z] follower | action_type=message\n  message: top right: dinosaur bones left side of start\n- [2026-05-16T21:12:03.221683Z] follower | action_type=message\n  message: then below left: pyramid\n- [2026-05-16T21:12:16.556147Z] follower | action_type=message\n  message: after then below right valcano\n- [2026-05-16T21:12:28.214308Z] follower | action_type=message\n  message: then left suspension bridge\n- [2026-05-16T21:12:34.162048Z] follower | action_type=message\n  message: then right side forest\n- [2026-05-16T21:12:43.507771Z] follower | action_type=message\n  message: bottom left igloo\n- [2026-05-16T21:12:45.118733Z] follower | action_type=message\n  message: done\n- [2026-05-16T21:13:47.584441Z] follower | action_type=message\n  message: which is different?\n- [2026-05-16T21:14:41.331158Z] follower | action_type=message\n  message: okay\n- [2026-05-16T21:15:37.093694Z] follower | action_type=message\n  message: sure\n- [2026-05-16T21:15:39.654012Z] follower | action_type=message\n  message: go ahead\n- [2026-05-16T21:17:29.314837Z] follower | action_type=message\n  message: from start to left dinosaur bones will be on top side of line, right?\n- [2026-05-16T21:18:20.087194Z] follower | action_type=message\n  message: volcano is down side of start\n- [2026-05-16T21:19:26.976424Z] follower | action_type=message\n  message: let me clear, dianosaur bones  <- start and down to that I have volcano on right side\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"Moving forward, we're describing the route and we're going to stop at the left of the volcano.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study36", "participant_name": "Jean", "timeline_index": 30, "step_index": 9}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Jean\n\nBasic profile:\n- Age: 25-34\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[7, 31], [7, 32], [7, 33], [7, 34], [8, 29], [8, 30], [8, 31], [8, 32], [9, 27], [9, 28], [9, 29], [9, 30], [9, 31], [10, 25], [10, 26], [10, 27], [10, 28], [11, 24], [11, 25], [11, 26], [12, 24], [12, 25], [13, 23], [13, 24], [14, 23], [15, 22], [15, 23], [16, 22], [16, 23], [17, 22], [17, 23], [18, 22], [18, 23], [19, 22], [19, 23], [20, 23], [20, 24], [21, 23], [21, 24], [22, 24], [23, 24], [23, 25], [24, 24], [24, 25]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-16T21:22:33.053132Z\n- action_type: message\n- message: no just lets simply go down, I only said left side of the volcano so we know we it is we are going to stop\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-16T21:09:34.891554Z] follower | action_type=message\n  message: Hi\n- [2026-05-16T21:09:56.449951Z] follower | action_type=message\n  message: please guide me\n- [2026-05-16T21:10:52.484110Z] follower | action_type=message\n  message: okay\n- [2026-05-16T21:11:08.262476Z] follower | action_type=message\n  message: let me tell you from top:\n- [2026-05-16T21:11:39.290388Z] follower | action_type=message\n  message: top right: dinosaur bones left side of start\n- [2026-05-16T21:12:03.221683Z] follower | action_type=message\n  message: then below left: pyramid\n- [2026-05-16T21:12:16.556147Z] follower | action_type=message\n  message: after then below right valcano\n- [2026-05-16T21:12:28.214308Z] follower | action_type=message\n  message: then left suspension bridge\n- [2026-05-16T21:12:34.162048Z] follower | action_type=message\n  message: then right side forest\n- [2026-05-16T21:12:43.507771Z] follower | action_type=message\n  message: bottom left igloo\n- [2026-05-16T21:12:45.118733Z] follower | action_type=message\n  message: done\n- [2026-05-16T21:13:47.584441Z] follower | action_type=message\n  message: which is different?\n- [2026-05-16T21:14:41.331158Z] follower | action_type=message\n  message: okay\n- [2026-05-16T21:15:37.093694Z] follower | action_type=message\n  message: sure\n- [2026-05-16T21:15:39.654012Z] follower | action_type=message\n  message: go ahead\n- [2026-05-16T21:17:29.314837Z] follower | action_type=message\n  message: from start to left dinosaur bones will be on top side of line, right?\n- [2026-05-16T21:18:20.087194Z] follower | action_type=message\n  message: volcano is down side of start\n- [2026-05-16T21:19:26.976424Z] follower | action_type=message\n  message: let me clear, dianosaur bones  <- start and down to that I have volcano on right side\n- [2026-05-16T21:19:41.859158Z] follower | action_type=message\n  message: okay\n- [2026-05-16T21:19:59.384948Z] follower | action_type=message\n  message: again, start to go left then down\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"Moving forward, we're describing the route and we're going to stop at the left of the volcano.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study36", "participant_name": "Jean", "timeline_index": 39, "step_index": 10}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Jean\n\nBasic profile:\n- Age: 25-34\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[7, 31], [7, 32], [7, 33], [7, 34], [8, 29], [8, 30], [8, 31], [8, 32], [9, 27], [9, 28], [9, 29], [9, 30], [9, 31], [10, 25], [10, 26], [10, 27], [10, 28], [11, 24], [11, 25], [11, 26], [12, 24], [12, 25], [13, 23], [13, 24], [14, 23], [15, 22], [15, 23], [16, 22], [16, 23], [17, 22], [17, 23], [18, 22], [18, 23], [19, 22], [19, 23], [20, 23], [20, 24], [21, 23], [21, 24], [22, 24], [23, 24], [23, 25], [24, 24], [24, 25]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-16T21:22:55.040363Z\n- action_type: message\n- message: exactly\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-16T21:09:34.891554Z] follower | action_type=message\n  message: Hi\n- [2026-05-16T21:09:56.449951Z] follower | action_type=message\n  message: please guide me\n- [2026-05-16T21:10:52.484110Z] follower | action_type=message\n  message: okay\n- [2026-05-16T21:11:08.262476Z] follower | action_type=message\n  message: let me tell you from top:\n- [2026-05-16T21:11:39.290388Z] follower | action_type=message\n  message: top right: dinosaur bones left side of start\n- [2026-05-16T21:12:03.221683Z] follower | action_type=message\n  message: then below left: pyramid\n- [2026-05-16T21:12:16.556147Z] follower | action_type=message\n  message: after then below right valcano\n- [2026-05-16T21:12:28.214308Z] follower | action_type=message\n  message: then left suspension bridge\n- [2026-05-16T21:12:34.162048Z] follower | action_type=message\n  message: then right side forest\n- [2026-05-16T21:12:43.507771Z] follower | action_type=message\n  message: bottom left igloo\n- [2026-05-16T21:12:45.118733Z] follower | action_type=message\n  message: done\n- [2026-05-16T21:13:47.584441Z] follower | action_type=message\n  message: which is different?\n- [2026-05-16T21:14:41.331158Z] follower | action_type=message\n  message: okay\n- [2026-05-16T21:15:37.093694Z] follower | action_type=message\n  message: sure\n- [2026-05-16T21:15:39.654012Z] follower | action_type=message\n  message: go ahead\n- [2026-05-16T21:17:29.314837Z] follower | action_type=message\n  message: from start to left dinosaur bones will be on top side of line, right?\n- [2026-05-16T21:18:20.087194Z] follower | action_type=message\n  message: volcano is down side of start\n- [2026-05-16T21:19:26.976424Z] follower | action_type=message\n  message: let me clear, dianosaur bones  <- start and down to that I have volcano on right side\n- [2026-05-16T21:19:41.859158Z] follower | action_type=message\n  message: okay\n- [2026-05-16T21:19:59.384948Z] follower | action_type=message\n  message: again, start to go left then down\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"confirming that I got the route right so far\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study36", "participant_name": "Jean", "timeline_index": 40, "step_index": 11}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Jean\n\nBasic profile:\n- Age: 25-34\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[7, 31], [7, 32], [7, 33], [7, 34], [8, 29], [8, 30], [8, 31], [8, 32], [9, 27], [9, 28], [9, 29], [9, 30], [9, 31], [10, 25], [10, 26], [10, 27], [10, 28], [11, 24], [11, 25], [11, 26], [12, 24], [12, 25], [13, 23], [13, 24], [14, 23], [15, 22], [15, 23], [16, 22], [16, 23], [17, 22], [17, 23], [18, 22], [18, 23], [19, 22], [19, 23], [20, 23], [20, 24], [21, 23], [21, 24], [22, 24], [23, 24], [23, 25], [24, 24], [24, 25]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-16T21:22:59.221235Z\n- action_type: message\n- message: this works\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-16T21:09:34.891554Z] follower | action_type=message\n  message: Hi\n- [2026-05-16T21:09:56.449951Z] follower | action_type=message\n  message: please guide me\n- [2026-05-16T21:10:52.484110Z] follower | action_type=message\n  message: okay\n- [2026-05-16T21:11:08.262476Z] follower | action_type=message\n  message: let me tell you from top:\n- [2026-05-16T21:11:39.290388Z] follower | action_type=message\n  message: top right: dinosaur bones left side of start\n- [2026-05-16T21:12:03.221683Z] follower | action_type=message\n  message: then below left: pyramid\n- [2026-05-16T21:12:16.556147Z] follower | action_type=message\n  message: after then below right valcano\n- [2026-05-16T21:12:28.214308Z] follower | action_type=message\n  message: then left suspension bridge\n- [2026-05-16T21:12:34.162048Z] follower | action_type=message\n  message: then right side forest\n- [2026-05-16T21:12:43.507771Z] follower | action_type=message\n  message: bottom left igloo\n- [2026-05-16T21:12:45.118733Z] follower | action_type=message\n  message: done\n- [2026-05-16T21:13:47.584441Z] follower | action_type=message\n  message: which is different?\n- [2026-05-16T21:14:41.331158Z] follower | action_type=message\n  message: okay\n- [2026-05-16T21:15:37.093694Z] follower | action_type=message\n  message: sure\n- [2026-05-16T21:15:39.654012Z] follower | action_type=message\n  message: go ahead\n- [2026-05-16T21:17:29.314837Z] follower | action_type=message\n  message: from start to left dinosaur bones will be on top side of line, right?\n- [2026-05-16T21:18:20.087194Z] follower | action_type=message\n  message: volcano is down side of start\n- [2026-05-16T21:19:26.976424Z] follower | action_type=message\n  message: let me clear, dianosaur bones  <- start and down to that I have volcano on right side\n- [2026-05-16T21:19:41.859158Z] follower | action_type=message\n  message: okay\n- [2026-05-16T21:19:59.384948Z] follower | action_type=message\n  message: again, start to go left then down\n- [2026-05-16T21:22:55.138978Z] follower | action_type=message\n  message: okay down, what is next\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"confirming that I got the route right so far\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study36", "participant_name": "Jean", "timeline_index": 42, "step_index": 12}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Jean\n\nBasic profile:\n- Age: 25-34\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[7, 31], [7, 32], [7, 33], [7, 34], [8, 29], [8, 30], [8, 31], [8, 32], [9, 27], [9, 28], [9, 29], [9, 30], [9, 31], [10, 25], [10, 26], [10, 27], [10, 28], [11, 24], [11, 25], [11, 26], [12, 24], [12, 25], [13, 23], [13, 24], [14, 23], [15, 22], [15, 23], [16, 22], [16, 23], [17, 22], [17, 23], [18, 22], [18, 23], [19, 22], [19, 23], [20, 23], [20, 24], [21, 23], [21, 24], [22, 24], [23, 24], [23, 25], [24, 24], [24, 25]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-16T21:23:07.726196Z\n- action_type: message\n- message: should we proceed?\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-16T21:09:34.891554Z] follower | action_type=message\n  message: Hi\n- [2026-05-16T21:09:56.449951Z] follower | action_type=message\n  message: please guide me\n- [2026-05-16T21:10:52.484110Z] follower | action_type=message\n  message: okay\n- [2026-05-16T21:11:08.262476Z] follower | action_type=message\n  message: let me tell you from top:\n- [2026-05-16T21:11:39.290388Z] follower | action_type=message\n  message: top right: dinosaur bones left side of start\n- [2026-05-16T21:12:03.221683Z] follower | action_type=message\n  message: then below left: pyramid\n- [2026-05-16T21:12:16.556147Z] follower | action_type=message\n  message: after then below right valcano\n- [2026-05-16T21:12:28.214308Z] follower | action_type=message\n  message: then left suspension bridge\n- [2026-05-16T21:12:34.162048Z] follower | action_type=message\n  message: then right side forest\n- [2026-05-16T21:12:43.507771Z] follower | action_type=message\n  message: bottom left igloo\n- [2026-05-16T21:12:45.118733Z] follower | action_type=message\n  message: done\n- [2026-05-16T21:13:47.584441Z] follower | action_type=message\n  message: which is different?\n- [2026-05-16T21:14:41.331158Z] follower | action_type=message\n  message: okay\n- [2026-05-16T21:15:37.093694Z] follower | action_type=message\n  message: sure\n- [2026-05-16T21:15:39.654012Z] follower | action_type=message\n  message: go ahead\n- [2026-05-16T21:17:29.314837Z] follower | action_type=message\n  message: from start to left dinosaur bones will be on top side of line, right?\n- [2026-05-16T21:18:20.087194Z] follower | action_type=message\n  message: volcano is down side of start\n- [2026-05-16T21:19:26.976424Z] follower | action_type=message\n  message: let me clear, dianosaur bones  <- start and down to that I have volcano on right side\n- [2026-05-16T21:19:41.859158Z] follower | action_type=message\n  message: okay\n- [2026-05-16T21:19:59.384948Z] follower | action_type=message\n  message: again, start to go left then down\n- [2026-05-16T21:22:55.138978Z] follower | action_type=message\n  message: okay down, what is next\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"asking and clarifying if we should proceed\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study36", "participant_name": "Jean", "timeline_index": 43, "step_index": 13}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Jean\n\nBasic profile:\n- Age: 25-34\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[7, 31], [7, 32], [7, 33], [7, 34], [8, 29], [8, 30], [8, 31], [8, 32], [9, 27], [9, 28], [9, 29], [9, 30], [9, 31], [10, 25], [10, 26], [10, 27], [10, 28], [11, 24], [11, 25], [11, 26], [12, 24], [12, 25], [13, 23], [13, 24], [14, 23], [15, 22], [15, 23], [16, 22], [16, 23], [17, 22], [17, 23], [18, 22], [18, 23], [19, 22], [19, 23], [20, 23], [20, 24], [21, 23], [21, 24], [22, 24], [23, 24], [23, 25], [24, 24], [24, 25]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-16T21:24:23.918124Z\n- action_type: message\n- message: ohh, i disregarded the dinosaur bones as its basically the starting point\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-16T21:09:34.891554Z] follower | action_type=message\n  message: Hi\n- [2026-05-16T21:09:56.449951Z] follower | action_type=message\n  message: please guide me\n- [2026-05-16T21:10:52.484110Z] follower | action_type=message\n  message: okay\n- [2026-05-16T21:11:08.262476Z] follower | action_type=message\n  message: let me tell you from top:\n- [2026-05-16T21:11:39.290388Z] follower | action_type=message\n  message: top right: dinosaur bones left side of start\n- [2026-05-16T21:12:03.221683Z] follower | action_type=message\n  message: then below left: pyramid\n- [2026-05-16T21:12:16.556147Z] follower | action_type=message\n  message: after then below right valcano\n- [2026-05-16T21:12:28.214308Z] follower | action_type=message\n  message: then left suspension bridge\n- [2026-05-16T21:12:34.162048Z] follower | action_type=message\n  message: then right side forest\n- [2026-05-16T21:12:43.507771Z] follower | action_type=message\n  message: bottom left igloo\n- [2026-05-16T21:12:45.118733Z] follower | action_type=message\n  message: done\n- [2026-05-16T21:13:47.584441Z] follower | action_type=message\n  message: which is different?\n- [2026-05-16T21:14:41.331158Z] follower | action_type=message\n  message: okay\n- [2026-05-16T21:15:37.093694Z] follower | action_type=message\n  message: sure\n- [2026-05-16T21:15:39.654012Z] follower | action_type=message\n  message: go ahead\n- [2026-05-16T21:17:29.314837Z] follower | action_type=message\n  message: from start to left dinosaur bones will be on top side of line, right?\n- [2026-05-16T21:18:20.087194Z] follower | action_type=message\n  message: volcano is down side of start\n- [2026-05-16T21:19:26.976424Z] follower | action_type=message\n  message: let me clear, dianosaur bones  <- start and down to that I have volcano on right side\n- [2026-05-16T21:19:41.859158Z] follower | action_type=message\n  message: okay\n- [2026-05-16T21:19:59.384948Z] follower | action_type=message\n  message: again, start to go left then down\n- [2026-05-16T21:22:55.138978Z] follower | action_type=message\n  message: okay down, what is next\n- [2026-05-16T21:23:10.809703Z] follower | action_type=message\n  message: yes\n- [2026-05-16T21:23:50.050993Z] follower | action_type=message\n  message: FYI: we covered two landmarks 1: dianosaur bones, 2: valcano (ignoring pyramid)\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Working toward a shared understanding\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Confirming the situation with my partner\", \"rationale\": \"He pointed out that I disregarded the dinosaur bones which I disregarded because it was pretty much at the starting point but we clarified that and moved forward.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study36", "participant_name": "Jean", "timeline_index": 46, "step_index": 14}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Jean\n\nBasic profile:\n- Age: 25-34\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 33], [7, 32], [7, 33], [8, 31], [8, 32], [8, 33], [9, 31], [9, 32], [10, 30], [10, 31], [11, 30], [11, 31], [12, 29], [12, 30], [13, 28], [13, 29], [13, 30], [14, 27], [14, 28], [14, 29], [15, 26], [15, 27], [15, 28], [16, 26], [16, 27], [17, 25], [17, 26], [18, 25], [18, 26], [19, 24], [19, 25], [20, 24], [20, 25], [21, 24], [21, 25], [22, 24], [23, 24]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-16T21:25:29.320739Z\n- action_type: message\n- message: no the older one was actually alright, that slight curve you did was almost identical\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-16T21:09:34.891554Z] follower | action_type=message\n  message: Hi\n- [2026-05-16T21:09:56.449951Z] follower | action_type=message\n  message: please guide me\n- [2026-05-16T21:10:52.484110Z] follower | action_type=message\n  message: okay\n- [2026-05-16T21:11:08.262476Z] follower | action_type=message\n  message: let me tell you from top:\n- [2026-05-16T21:11:39.290388Z] follower | action_type=message\n  message: top right: dinosaur bones left side of start\n- [2026-05-16T21:12:03.221683Z] follower | action_type=message\n  message: then below left: pyramid\n- [2026-05-16T21:12:16.556147Z] follower | action_type=message\n  message: after then below right valcano\n- [2026-05-16T21:12:28.214308Z] follower | action_type=message\n  message: then left suspension bridge\n- [2026-05-16T21:12:34.162048Z] follower | action_type=message\n  message: then right side forest\n- [2026-05-16T21:12:43.507771Z] follower | action_type=message\n  message: bottom left igloo\n- [2026-05-16T21:12:45.118733Z] follower | action_type=message\n  message: done\n- [2026-05-16T21:13:47.584441Z] follower | action_type=message\n  message: which is different?\n- [2026-05-16T21:14:41.331158Z] follower | action_type=message\n  message: okay\n- [2026-05-16T21:15:37.093694Z] follower | action_type=message\n  message: sure\n- [2026-05-16T21:15:39.654012Z] follower | action_type=message\n  message: go ahead\n- [2026-05-16T21:17:29.314837Z] follower | action_type=message\n  message: from start to left dinosaur bones will be on top side of line, right?\n- [2026-05-16T21:18:20.087194Z] follower | action_type=message\n  message: volcano is down side of start\n- [2026-05-16T21:19:26.976424Z] follower | action_type=message\n  message: let me clear, dianosaur bones  <- start and down to that I have volcano on right side\n- [2026-05-16T21:19:41.859158Z] follower | action_type=message\n  message: okay\n- [2026-05-16T21:19:59.384948Z] follower | action_type=message\n  message: again, start to go left then down\n- [2026-05-16T21:22:55.138978Z] follower | action_type=message\n  message: okay down, what is next\n- [2026-05-16T21:23:10.809703Z] follower | action_type=message\n  message: yes\n- [2026-05-16T21:23:50.050993Z] follower | action_type=message\n  message: FYI: we covered two landmarks 1: dianosaur bones, 2: valcano (ignoring pyramid)\n- [2026-05-16T21:24:38.293761Z] follower | action_type=message\n  message: okay it works\n- [2026-05-16T21:24:56.484007Z] follower | action_type=message\n  message: go ahead with next\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"Moving forward with the route as he changed it and I preferred the older one because it had a slight bit more curve and it was more identical to what was on the original map.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study36", "participant_name": "Jean", "timeline_index": 51, "step_index": 15}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Jean\n\nBasic profile:\n- Age: 25-34\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[7, 29], [7, 30], [7, 31], [7, 32], [7, 33], [7, 34], [8, 26], [8, 27], [8, 28], [8, 29], [8, 30], [8, 31], [9, 25], [9, 26], [9, 27], [10, 25], [10, 26], [11, 24], [11, 25], [12, 24], [12, 25], [13, 23], [13, 24], [14, 23], [14, 24], [15, 23], [15, 24], [16, 23], [16, 24], [17, 23], [17, 24], [18, 23], [18, 24], [19, 23], [19, 24], [20, 23], [20, 24], [21, 24], [22, 24]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-16T21:25:56.856630Z\n- action_type: message\n- message: sorry to stress you out man\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-16T21:09:34.891554Z] follower | action_type=message\n  message: Hi\n- [2026-05-16T21:09:56.449951Z] follower | action_type=message\n  message: please guide me\n- [2026-05-16T21:10:52.484110Z] follower | action_type=message\n  message: okay\n- [2026-05-16T21:11:08.262476Z] follower | action_type=message\n  message: let me tell you from top:\n- [2026-05-16T21:11:39.290388Z] follower | action_type=message\n  message: top right: dinosaur bones left side of start\n- [2026-05-16T21:12:03.221683Z] follower | action_type=message\n  message: then below left: pyramid\n- [2026-05-16T21:12:16.556147Z] follower | action_type=message\n  message: after then below right valcano\n- [2026-05-16T21:12:28.214308Z] follower | action_type=message\n  message: then left suspension bridge\n- [2026-05-16T21:12:34.162048Z] follower | action_type=message\n  message: then right side forest\n- [2026-05-16T21:12:43.507771Z] follower | action_type=message\n  message: bottom left igloo\n- [2026-05-16T21:12:45.118733Z] follower | action_type=message\n  message: done\n- [2026-05-16T21:13:47.584441Z] follower | action_type=message\n  message: which is different?\n- [2026-05-16T21:14:41.331158Z] follower | action_type=message\n  message: okay\n- [2026-05-16T21:15:37.093694Z] follower | action_type=message\n  message: sure\n- [2026-05-16T21:15:39.654012Z] follower | action_type=message\n  message: go ahead\n- [2026-05-16T21:17:29.314837Z] follower | action_type=message\n  message: from start to left dinosaur bones will be on top side of line, right?\n- [2026-05-16T21:18:20.087194Z] follower | action_type=message\n  message: volcano is down side of start\n- [2026-05-16T21:19:26.976424Z] follower | action_type=message\n  message: let me clear, dianosaur bones  <- start and down to that I have volcano on right side\n- [2026-05-16T21:19:41.859158Z] follower | action_type=message\n  message: okay\n- [2026-05-16T21:19:59.384948Z] follower | action_type=message\n  message: again, start to go left then down\n- [2026-05-16T21:22:55.138978Z] follower | action_type=message\n  message: okay down, what is next\n- [2026-05-16T21:23:10.809703Z] follower | action_type=message\n  message: yes\n- [2026-05-16T21:23:50.050993Z] follower | action_type=message\n  message: FYI: we covered two landmarks 1: dianosaur bones, 2: valcano (ignoring pyramid)\n- [2026-05-16T21:24:38.293761Z] follower | action_type=message\n  message: okay it works\n- [2026-05-16T21:24:56.484007Z] follower | action_type=message\n  message: go ahead with next\n- [2026-05-16T21:25:46.361741Z] follower | action_type=message\n  message: yeah\n- [2026-05-16T21:25:49.755087Z] follower | action_type=message\n  message: I will do it\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"Apologizing for stressing him.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study36", "participant_name": "Jean", "timeline_index": 57, "step_index": 16}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Jean\n\nBasic profile:\n- Age: 25-34\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[7, 33], [7, 34], [8, 30], [8, 31], [8, 32], [8, 33], [8, 34], [9, 28], [9, 29], [9, 30], [9, 31], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [11, 25], [11, 26], [12, 24], [12, 25], [13, 24], [13, 25], [14, 23], [14, 24], [15, 23], [15, 24], [16, 23], [17, 23], [18, 23], [19, 23], [20, 23], [21, 23], [22, 23], [23, 23]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-16T21:29:55.221908Z\n- action_type: message\n- message: Now as you can see it seems like we wanna draw a C on the volcano, as we have draw the first slight curve, but in this case the C is opposite the normal direction we draw the letter C normally. Now the goal is to complete that C and remember in the opposite direction. and now our destination is the right side of forest but this time the stop on our destination is a bit farther from the forest, just further at the right of the forest\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-16T21:09:34.891554Z] follower | action_type=message\n  message: Hi\n- [2026-05-16T21:09:56.449951Z] follower | action_type=message\n  message: please guide me\n- [2026-05-16T21:10:52.484110Z] follower | action_type=message\n  message: okay\n- [2026-05-16T21:11:08.262476Z] follower | action_type=message\n  message: let me tell you from top:\n- [2026-05-16T21:11:39.290388Z] follower | action_type=message\n  message: top right: dinosaur bones left side of start\n- [2026-05-16T21:12:03.221683Z] follower | action_type=message\n  message: then below left: pyramid\n- [2026-05-16T21:12:16.556147Z] follower | action_type=message\n  message: after then below right valcano\n- [2026-05-16T21:12:28.214308Z] follower | action_type=message\n  message: then left suspension bridge\n- [2026-05-16T21:12:34.162048Z] follower | action_type=message\n  message: then right side forest\n- [2026-05-16T21:12:43.507771Z] follower | action_type=message\n  message: bottom left igloo\n- [2026-05-16T21:12:45.118733Z] follower | action_type=message\n  message: done\n- [2026-05-16T21:13:47.584441Z] follower | action_type=message\n  message: which is different?\n- [2026-05-16T21:14:41.331158Z] follower | action_type=message\n  message: okay\n- [2026-05-16T21:15:37.093694Z] follower | action_type=message\n  message: sure\n- [2026-05-16T21:15:39.654012Z] follower | action_type=message\n  message: go ahead\n- [2026-05-16T21:17:29.314837Z] follower | action_type=message\n  message: from start to left dinosaur bones will be on top side of line, right?\n- [2026-05-16T21:18:20.087194Z] follower | action_type=message\n  message: volcano is down side of start\n- [2026-05-16T21:19:26.976424Z] follower | action_type=message\n  message: let me clear, dianosaur bones  <- start and down to that I have volcano on right side\n- [2026-05-16T21:19:41.859158Z] follower | action_type=message\n  message: okay\n- [2026-05-16T21:19:59.384948Z] follower | action_type=message\n  message: again, start to go left then down\n- [2026-05-16T21:22:55.138978Z] follower | action_type=message\n  message: okay down, what is next\n- [2026-05-16T21:23:10.809703Z] follower | action_type=message\n  message: yes\n- [2026-05-16T21:23:50.050993Z] follower | action_type=message\n  message: FYI: we covered two landmarks 1: dianosaur bones, 2: valcano (ignoring pyramid)\n- [2026-05-16T21:24:38.293761Z] follower | action_type=message\n  message: okay it works\n- [2026-05-16T21:24:56.484007Z] follower | action_type=message\n  message: go ahead with next\n- [2026-05-16T21:25:46.361741Z] follower | action_type=message\n  message: yeah\n- [2026-05-16T21:25:49.755087Z] follower | action_type=message\n  message: I will do it\n- [2026-05-16T21:26:08.930492Z] follower | action_type=message\n  message: it's okay, go ahead\n- [2026-05-16T21:27:09.718742Z] follower | action_type=message\n  message: I am at left side of valcano, let me know where to go\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"Moving forward from the left side of the volcano to the circle just around the forest, to the route around the forest.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study36", "participant_name": "Jean", "timeline_index": 61, "step_index": 17}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Jean\n\nBasic profile:\n- Age: 25-34\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[7, 33], [7, 34], [8, 30], [8, 31], [8, 32], [8, 33], [8, 34], [9, 28], [9, 29], [9, 30], [9, 31], [10, 25], [10, 26], [10, 27], [10, 28], [10, 29], [11, 25], [11, 26], [12, 24], [12, 25], [13, 24], [13, 25], [14, 23], [14, 24], [15, 23], [15, 24], [16, 23], [17, 23], [18, 23], [19, 23], [20, 23], [21, 23], [22, 23], [23, 23]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-16T21:30:05.793873Z\n- action_type: message\n- message: Please ask ig anythings is unclear\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-16T21:09:34.891554Z] follower | action_type=message\n  message: Hi\n- [2026-05-16T21:09:56.449951Z] follower | action_type=message\n  message: please guide me\n- [2026-05-16T21:10:52.484110Z] follower | action_type=message\n  message: okay\n- [2026-05-16T21:11:08.262476Z] follower | action_type=message\n  message: let me tell you from top:\n- [2026-05-16T21:11:39.290388Z] follower | action_type=message\n  message: top right: dinosaur bones left side of start\n- [2026-05-16T21:12:03.221683Z] follower | action_type=message\n  message: then below left: pyramid\n- [2026-05-16T21:12:16.556147Z] follower | action_type=message\n  message: after then below right valcano\n- [2026-05-16T21:12:28.214308Z] follower | action_type=message\n  message: then left suspension bridge\n- [2026-05-16T21:12:34.162048Z] follower | action_type=message\n  message: then right side forest\n- [2026-05-16T21:12:43.507771Z] follower | action_type=message\n  message: bottom left igloo\n- [2026-05-16T21:12:45.118733Z] follower | action_type=message\n  message: done\n- [2026-05-16T21:13:47.584441Z] follower | action_type=message\n  message: which is different?\n- [2026-05-16T21:14:41.331158Z] follower | action_type=message\n  message: okay\n- [2026-05-16T21:15:37.093694Z] follower | action_type=message\n  message: sure\n- [2026-05-16T21:15:39.654012Z] follower | action_type=message\n  message: go ahead\n- [2026-05-16T21:17:29.314837Z] follower | action_type=message\n  message: from start to left dinosaur bones will be on top side of line, right?\n- [2026-05-16T21:18:20.087194Z] follower | action_type=message\n  message: volcano is down side of start\n- [2026-05-16T21:19:26.976424Z] follower | action_type=message\n  message: let me clear, dianosaur bones  <- start and down to that I have volcano on right side\n- [2026-05-16T21:19:41.859158Z] follower | action_type=message\n  message: okay\n- [2026-05-16T21:19:59.384948Z] follower | action_type=message\n  message: again, start to go left then down\n- [2026-05-16T21:22:55.138978Z] follower | action_type=message\n  message: okay down, what is next\n- [2026-05-16T21:23:10.809703Z] follower | action_type=message\n  message: yes\n- [2026-05-16T21:23:50.050993Z] follower | action_type=message\n  message: FYI: we covered two landmarks 1: dianosaur bones, 2: valcano (ignoring pyramid)\n- [2026-05-16T21:24:38.293761Z] follower | action_type=message\n  message: okay it works\n- [2026-05-16T21:24:56.484007Z] follower | action_type=message\n  message: go ahead with next\n- [2026-05-16T21:25:46.361741Z] follower | action_type=message\n  message: yeah\n- [2026-05-16T21:25:49.755087Z] follower | action_type=message\n  message: I will do it\n- [2026-05-16T21:26:08.930492Z] follower | action_type=message\n  message: it's okay, go ahead\n- [2026-05-16T21:27:09.718742Z] follower | action_type=message\n  message: I am at left side of valcano, let me know where to go\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"clarifying if anything was unclear\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study36", "participant_name": "Jean", "timeline_index": 62, "step_index": 18}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Jean\n\nBasic profile:\n- Age: 25-34\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 32], [6, 33], [6, 34], [7, 30], [7, 31], [7, 32], [7, 33], [7, 34], [8, 28], [8, 29], [8, 30], [8, 31], [9, 27], [9, 28], [9, 29], [10, 25], [10, 26], [10, 27], [11, 24], [11, 25], [11, 26], [12, 23], [12, 24], [13, 23], [13, 24], [14, 22], [14, 23], [15, 22], [15, 23], [16, 21], [16, 22], [17, 21], [17, 22], [18, 21], [18, 22], [19, 21], [20, 21], [21, 21], [22, 21], [23, 21], [24, 21], [24, 22], [25, 21], [25, 22], [26, 22], [26, 23], [27, 23], [27, 24], [28, 23], [28, 24], [28, 25], [29, 24], [29, 25], [29, 26], [30, 25], [30, 26], [30, 27], [30, 28], [31, 27], [31, 28], [31, 29], [32, 28], [32, 29], [32, 30], [32, 31], [33, 30], [33, 31], [33, 32], [34, 32], [34, 33], [35, 33], [35, 34], [36, 34], [36, 35], [37, 35], [38, 35], [38, 36], [39, 35], [39, 36], [40, 35], [40, 36], [41, 36], [42, 36]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-16T21:31:26.758377Z\n- action_type: message\n- message: Yeah exactly\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-16T21:09:34.891554Z] follower | action_type=message\n  message: Hi\n- [2026-05-16T21:09:56.449951Z] follower | action_type=message\n  message: please guide me\n- [2026-05-16T21:10:52.484110Z] follower | action_type=message\n  message: okay\n- [2026-05-16T21:11:08.262476Z] follower | action_type=message\n  message: let me tell you from top:\n- [2026-05-16T21:11:39.290388Z] follower | action_type=message\n  message: top right: dinosaur bones left side of start\n- [2026-05-16T21:12:03.221683Z] follower | action_type=message\n  message: then below left: pyramid\n- [2026-05-16T21:12:16.556147Z] follower | action_type=message\n  message: after then below right valcano\n- [2026-05-16T21:12:28.214308Z] follower | action_type=message\n  message: then left suspension bridge\n- [2026-05-16T21:12:34.162048Z] follower | action_type=message\n  message: then right side forest\n- [2026-05-16T21:12:43.507771Z] follower | action_type=message\n  message: bottom left igloo\n- [2026-05-16T21:12:45.118733Z] follower | action_type=message\n  message: done\n- [2026-05-16T21:13:47.584441Z] follower | action_type=message\n  message: which is different?\n- [2026-05-16T21:14:41.331158Z] follower | action_type=message\n  message: okay\n- [2026-05-16T21:15:37.093694Z] follower | action_type=message\n  message: sure\n- [2026-05-16T21:15:39.654012Z] follower | action_type=message\n  message: go ahead\n- [2026-05-16T21:17:29.314837Z] follower | action_type=message\n  message: from start to left dinosaur bones will be on top side of line, right?\n- [2026-05-16T21:18:20.087194Z] follower | action_type=message\n  message: volcano is down side of start\n- [2026-05-16T21:19:26.976424Z] follower | action_type=message\n  message: let me clear, dianosaur bones  <- start and down to that I have volcano on right side\n- [2026-05-16T21:19:41.859158Z] follower | action_type=message\n  message: okay\n- [2026-05-16T21:19:59.384948Z] follower | action_type=message\n  message: again, start to go left then down\n- [2026-05-16T21:22:55.138978Z] follower | action_type=message\n  message: okay down, what is next\n- [2026-05-16T21:23:10.809703Z] follower | action_type=message\n  message: yes\n- [2026-05-16T21:23:50.050993Z] follower | action_type=message\n  message: FYI: we covered two landmarks 1: dianosaur bones, 2: valcano (ignoring pyramid)\n- [2026-05-16T21:24:38.293761Z] follower | action_type=message\n  message: okay it works\n- [2026-05-16T21:24:56.484007Z] follower | action_type=message\n  message: go ahead with next\n- [2026-05-16T21:25:46.361741Z] follower | action_type=message\n  message: yeah\n- [2026-05-16T21:25:49.755087Z] follower | action_type=message\n  message: I will do it\n- [2026-05-16T21:26:08.930492Z] follower | action_type=message\n  message: it's okay, go ahead\n- [2026-05-16T21:27:09.718742Z] follower | action_type=message\n  message: I am at left side of valcano, let me know where to go\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"Confirming that we are going towards the right direction\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study36", "participant_name": "Jean", "timeline_index": 67, "step_index": 19}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Jean\n\nBasic profile:\n- Age: 25-34\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 32], [6, 33], [6, 34], [7, 30], [7, 31], [7, 32], [7, 33], [7, 34], [8, 28], [8, 29], [8, 30], [8, 31], [9, 27], [9, 28], [9, 29], [10, 25], [10, 26], [10, 27], [11, 24], [11, 25], [11, 26], [12, 23], [12, 24], [13, 23], [13, 24], [14, 22], [14, 23], [15, 22], [15, 23], [16, 21], [16, 22], [17, 21], [17, 22], [18, 21], [18, 22], [19, 21], [20, 21], [21, 21], [22, 21], [23, 21], [24, 21], [24, 22], [25, 21], [25, 22], [26, 22], [26, 23], [27, 23], [27, 24], [28, 23], [28, 24], [28, 25], [29, 24], [29, 25], [29, 26], [30, 25], [30, 26], [30, 27], [30, 28], [31, 27], [31, 28], [31, 29], [32, 28], [32, 29], [32, 30], [32, 31], [33, 30], [33, 31], [33, 32], [34, 32], [34, 33], [35, 33], [35, 34], [36, 34], [36, 35], [37, 35], [38, 35], [38, 36], [39, 35], [39, 36], [40, 35], [40, 36], [41, 36], [42, 36]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-16T21:31:34.338238Z\n- action_type: message\n- message: Its perfect\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-16T21:09:34.891554Z] follower | action_type=message\n  message: Hi\n- [2026-05-16T21:09:56.449951Z] follower | action_type=message\n  message: please guide me\n- [2026-05-16T21:10:52.484110Z] follower | action_type=message\n  message: okay\n- [2026-05-16T21:11:08.262476Z] follower | action_type=message\n  message: let me tell you from top:\n- [2026-05-16T21:11:39.290388Z] follower | action_type=message\n  message: top right: dinosaur bones left side of start\n- [2026-05-16T21:12:03.221683Z] follower | action_type=message\n  message: then below left: pyramid\n- [2026-05-16T21:12:16.556147Z] follower | action_type=message\n  message: after then below right valcano\n- [2026-05-16T21:12:28.214308Z] follower | action_type=message\n  message: then left suspension bridge\n- [2026-05-16T21:12:34.162048Z] follower | action_type=message\n  message: then right side forest\n- [2026-05-16T21:12:43.507771Z] follower | action_type=message\n  message: bottom left igloo\n- [2026-05-16T21:12:45.118733Z] follower | action_type=message\n  message: done\n- [2026-05-16T21:13:47.584441Z] follower | action_type=message\n  message: which is different?\n- [2026-05-16T21:14:41.331158Z] follower | action_type=message\n  message: okay\n- [2026-05-16T21:15:37.093694Z] follower | action_type=message\n  message: sure\n- [2026-05-16T21:15:39.654012Z] follower | action_type=message\n  message: go ahead\n- [2026-05-16T21:17:29.314837Z] follower | action_type=message\n  message: from start to left dinosaur bones will be on top side of line, right?\n- [2026-05-16T21:18:20.087194Z] follower | action_type=message\n  message: volcano is down side of start\n- [2026-05-16T21:19:26.976424Z] follower | action_type=message\n  message: let me clear, dianosaur bones  <- start and down to that I have volcano on right side\n- [2026-05-16T21:19:41.859158Z] follower | action_type=message\n  message: okay\n- [2026-05-16T21:19:59.384948Z] follower | action_type=message\n  message: again, start to go left then down\n- [2026-05-16T21:22:55.138978Z] follower | action_type=message\n  message: okay down, what is next\n- [2026-05-16T21:23:10.809703Z] follower | action_type=message\n  message: yes\n- [2026-05-16T21:23:50.050993Z] follower | action_type=message\n  message: FYI: we covered two landmarks 1: dianosaur bones, 2: valcano (ignoring pyramid)\n- [2026-05-16T21:24:38.293761Z] follower | action_type=message\n  message: okay it works\n- [2026-05-16T21:24:56.484007Z] follower | action_type=message\n  message: go ahead with next\n- [2026-05-16T21:25:46.361741Z] follower | action_type=message\n  message: yeah\n- [2026-05-16T21:25:49.755087Z] follower | action_type=message\n  message: I will do it\n- [2026-05-16T21:26:08.930492Z] follower | action_type=message\n  message: it's okay, go ahead\n- [2026-05-16T21:27:09.718742Z] follower | action_type=message\n  message: I am at left side of valcano, let me know where to go\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"Confirming that we are going towards the right direction\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study36", "participant_name": "Jean", "timeline_index": 68, "step_index": 20}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Jean\n\nBasic profile:\n- Age: 25-34\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 32], [6, 33], [6, 34], [7, 30], [7, 31], [7, 32], [7, 33], [7, 34], [8, 28], [8, 29], [8, 30], [8, 31], [9, 27], [9, 28], [9, 29], [10, 25], [10, 26], [10, 27], [11, 24], [11, 25], [11, 26], [12, 23], [12, 24], [13, 23], [13, 24], [14, 22], [14, 23], [15, 22], [15, 23], [16, 21], [16, 22], [17, 21], [17, 22], [18, 21], [18, 22], [19, 21], [20, 21], [21, 21], [22, 21], [23, 21], [24, 21], [24, 22], [25, 21], [25, 22], [26, 22], [26, 23], [27, 23], [27, 24], [28, 23], [28, 24], [28, 25], [29, 24], [29, 25], [29, 26], [30, 25], [30, 26], [30, 27], [30, 28], [31, 27], [31, 28], [31, 29], [32, 28], [32, 29], [32, 30], [32, 31], [33, 30], [33, 31], [33, 32], [34, 32], [34, 33], [35, 33], [35, 34], [36, 34], [36, 35], [37, 35], [38, 35], [38, 36], [39, 35], [39, 36], [40, 35], [40, 36], [41, 36], [42, 36]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-16T21:35:39.542868Z\n- action_type: message\n- message: So the next step, is just the replication of what we did the first time, but the difference is that, during the first time our C was in the opposite directions we draw c normally. But now we going to be finishing the slight C looking route we already have starting on the forest, the same thing we did for the volcano. But now something important we must note is that, this c this time needs to be way bigger, to the point its almost reaching both the right or our map and also to the bottom floor of ur map. and while drawing all that. our destination this time is the left side of the forest. so the left of the forest is the destination for now while we draw another bigger C round the forest\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-16T21:09:34.891554Z] follower | action_type=message\n  message: Hi\n- [2026-05-16T21:09:56.449951Z] follower | action_type=message\n  message: please guide me\n- [2026-05-16T21:10:52.484110Z] follower | action_type=message\n  message: okay\n- [2026-05-16T21:11:08.262476Z] follower | action_type=message\n  message: let me tell you from top:\n- [2026-05-16T21:11:39.290388Z] follower | action_type=message\n  message: top right: dinosaur bones left side of start\n- [2026-05-16T21:12:03.221683Z] follower | action_type=message\n  message: then below left: pyramid\n- [2026-05-16T21:12:16.556147Z] follower | action_type=message\n  message: after then below right valcano\n- [2026-05-16T21:12:28.214308Z] follower | action_type=message\n  message: then left suspension bridge\n- [2026-05-16T21:12:34.162048Z] follower | action_type=message\n  message: then right side forest\n- [2026-05-16T21:12:43.507771Z] follower | action_type=message\n  message: bottom left igloo\n- [2026-05-16T21:12:45.118733Z] follower | action_type=message\n  message: done\n- [2026-05-16T21:13:47.584441Z] follower | action_type=message\n  message: which is different?\n- [2026-05-16T21:14:41.331158Z] follower | action_type=message\n  message: okay\n- [2026-05-16T21:15:37.093694Z] follower | action_type=message\n  message: sure\n- [2026-05-16T21:15:39.654012Z] follower | action_type=message\n  message: go ahead\n- [2026-05-16T21:17:29.314837Z] follower | action_type=message\n  message: from start to left dinosaur bones will be on top side of line, right?\n- [2026-05-16T21:18:20.087194Z] follower | action_type=message\n  message: volcano is down side of start\n- [2026-05-16T21:19:26.976424Z] follower | action_type=message\n  message: let me clear, dianosaur bones  <- start and down to that I have volcano on right side\n- [2026-05-16T21:19:41.859158Z] follower | action_type=message\n  message: okay\n- [2026-05-16T21:19:59.384948Z] follower | action_type=message\n  message: again, start to go left then down\n- [2026-05-16T21:22:55.138978Z] follower | action_type=message\n  message: okay down, what is next\n- [2026-05-16T21:23:10.809703Z] follower | action_type=message\n  message: yes\n- [2026-05-16T21:23:50.050993Z] follower | action_type=message\n  message: FYI: we covered two landmarks 1: dianosaur bones, 2: valcano (ignoring pyramid)\n- [2026-05-16T21:24:38.293761Z] follower | action_type=message\n  message: okay it works\n- [2026-05-16T21:24:56.484007Z] follower | action_type=message\n  message: go ahead with next\n- [2026-05-16T21:25:46.361741Z] follower | action_type=message\n  message: yeah\n- [2026-05-16T21:25:49.755087Z] follower | action_type=message\n  message: I will do it\n- [2026-05-16T21:26:08.930492Z] follower | action_type=message\n  message: it's okay, go ahead\n- [2026-05-16T21:27:09.718742Z] follower | action_type=message\n  message: I am at left side of valcano, let me know where to go\n- [2026-05-16T21:31:42.044200Z] follower | action_type=message\n  message: Yes, done\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"Moving on while we're moving closer to the finishing line, which whereas the main goal was moving towards, drawing a full circle and moving towards the left of the forest.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study36", "participant_name": "Jean", "timeline_index": 70, "step_index": 21}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Jean\n\nBasic profile:\n- Age: 25-34\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 32], [6, 33], [6, 34], [7, 30], [7, 31], [7, 32], [7, 33], [7, 34], [8, 28], [8, 29], [8, 30], [8, 31], [9, 27], [9, 28], [9, 29], [10, 25], [10, 26], [10, 27], [11, 24], [11, 25], [11, 26], [12, 23], [12, 24], [13, 23], [13, 24], [14, 22], [14, 23], [15, 22], [15, 23], [16, 21], [16, 22], [17, 21], [17, 22], [18, 21], [18, 22], [19, 21], [20, 21], [21, 21], [22, 21], [23, 21], [24, 21], [24, 22], [25, 21], [25, 22], [26, 22], [26, 23], [27, 23], [27, 24], [28, 23], [28, 24], [28, 25], [29, 24], [29, 25], [29, 26], [30, 25], [30, 26], [30, 27], [30, 28], [31, 27], [31, 28], [31, 29], [32, 28], [32, 29], [32, 30], [32, 31], [33, 30], [33, 31], [33, 32], [34, 32], [34, 33], [35, 33], [35, 34], [36, 34], [36, 35], [37, 35], [38, 35], [38, 36], [39, 35], [39, 36], [40, 35], [40, 36], [41, 36], [42, 36]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-16T21:37:30.476911Z\n- action_type: message\n- message: Just ask if anything is unclear\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-16T21:09:34.891554Z] follower | action_type=message\n  message: Hi\n- [2026-05-16T21:09:56.449951Z] follower | action_type=message\n  message: please guide me\n- [2026-05-16T21:10:52.484110Z] follower | action_type=message\n  message: okay\n- [2026-05-16T21:11:08.262476Z] follower | action_type=message\n  message: let me tell you from top:\n- [2026-05-16T21:11:39.290388Z] follower | action_type=message\n  message: top right: dinosaur bones left side of start\n- [2026-05-16T21:12:03.221683Z] follower | action_type=message\n  message: then below left: pyramid\n- [2026-05-16T21:12:16.556147Z] follower | action_type=message\n  message: after then below right valcano\n- [2026-05-16T21:12:28.214308Z] follower | action_type=message\n  message: then left suspension bridge\n- [2026-05-16T21:12:34.162048Z] follower | action_type=message\n  message: then right side forest\n- [2026-05-16T21:12:43.507771Z] follower | action_type=message\n  message: bottom left igloo\n- [2026-05-16T21:12:45.118733Z] follower | action_type=message\n  message: done\n- [2026-05-16T21:13:47.584441Z] follower | action_type=message\n  message: which is different?\n- [2026-05-16T21:14:41.331158Z] follower | action_type=message\n  message: okay\n- [2026-05-16T21:15:37.093694Z] follower | action_type=message\n  message: sure\n- [2026-05-16T21:15:39.654012Z] follower | action_type=message\n  message: go ahead\n- [2026-05-16T21:17:29.314837Z] follower | action_type=message\n  message: from start to left dinosaur bones will be on top side of line, right?\n- [2026-05-16T21:18:20.087194Z] follower | action_type=message\n  message: volcano is down side of start\n- [2026-05-16T21:19:26.976424Z] follower | action_type=message\n  message: let me clear, dianosaur bones  <- start and down to that I have volcano on right side\n- [2026-05-16T21:19:41.859158Z] follower | action_type=message\n  message: okay\n- [2026-05-16T21:19:59.384948Z] follower | action_type=message\n  message: again, start to go left then down\n- [2026-05-16T21:22:55.138978Z] follower | action_type=message\n  message: okay down, what is next\n- [2026-05-16T21:23:10.809703Z] follower | action_type=message\n  message: yes\n- [2026-05-16T21:23:50.050993Z] follower | action_type=message\n  message: FYI: we covered two landmarks 1: dianosaur bones, 2: valcano (ignoring pyramid)\n- [2026-05-16T21:24:38.293761Z] follower | action_type=message\n  message: okay it works\n- [2026-05-16T21:24:56.484007Z] follower | action_type=message\n  message: go ahead with next\n- [2026-05-16T21:25:46.361741Z] follower | action_type=message\n  message: yeah\n- [2026-05-16T21:25:49.755087Z] follower | action_type=message\n  message: I will do it\n- [2026-05-16T21:26:08.930492Z] follower | action_type=message\n  message: it's okay, go ahead\n- [2026-05-16T21:27:09.718742Z] follower | action_type=message\n  message: I am at left side of valcano, let me know where to go\n- [2026-05-16T21:31:42.044200Z] follower | action_type=message\n  message: Yes, done\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"Confirm if anything is unclear.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study36", "participant_name": "Jean", "timeline_index": 71, "step_index": 22}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Jean\n\nBasic profile:\n- Age: 25-34\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 32], [6, 33], [6, 34], [7, 30], [7, 31], [7, 32], [7, 33], [7, 34], [8, 28], [8, 29], [8, 30], [8, 31], [9, 27], [9, 28], [9, 29], [10, 25], [10, 26], [10, 27], [11, 24], [11, 25], [11, 26], [12, 23], [12, 24], [13, 23], [13, 24], [14, 22], [14, 23], [15, 22], [15, 23], [16, 21], [16, 22], [17, 21], [17, 22], [18, 21], [18, 22], [19, 21], [20, 21], [21, 21], [22, 21], [23, 21], [24, 21], [24, 22], [25, 21], [25, 22], [26, 22], [26, 23], [27, 23], [27, 24], [28, 23], [28, 24], [28, 25], [29, 24], [29, 25], [29, 26], [30, 25], [30, 26], [30, 27], [30, 28], [31, 27], [31, 28], [31, 29], [32, 28], [32, 29], [32, 30], [32, 31], [33, 30], [33, 31], [33, 32], [34, 32], [34, 33], [35, 33], [35, 34], [36, 34], [36, 35], [37, 35], [38, 35], [38, 36], [39, 35], [39, 36], [40, 35], [40, 36], [41, 13], [41, 14], [41, 36], [42, 13], [42, 14], [42, 36], [43, 13], [43, 14], [43, 35], [43, 36], [44, 13], [44, 14], [44, 35], [44, 36], [45, 13], [45, 14], [45, 35], [45, 36], [46, 13], [46, 14], [46, 35], [46, 36], [47, 14], [47, 35], [48, 14], [48, 15], [48, 34], [48, 35], [49, 14], [49, 15], [49, 34], [49, 35], [50, 15], [50, 16], [50, 34], [50, 35], [51, 15], [51, 16], [51, 17], [51, 33], [51, 34], [52, 16], [52, 17], [52, 33], [52, 34], [53, 17], [53, 18], [53, 19], [53, 32], [53, 33], [54, 18], [54, 19], [54, 20], [54, 32], [54, 33], [55, 19], [55, 20], [55, 21], [55, 22], [55, 31], [55, 32], [56, 21], [56, 22], [56, 23], [56, 24], [56, 29], [56, 30], [56, 31], [57, 23], [57, 24], [57, 25], [57, 26], [57, 27], [57, 28], [57, 29], [57, 30]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-16T21:39:59.000023Z\n- action_type: message\n- message: Yeah this is perfect, exactly so Ill move on\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-16T21:09:34.891554Z] follower | action_type=message\n  message: Hi\n- [2026-05-16T21:09:56.449951Z] follower | action_type=message\n  message: please guide me\n- [2026-05-16T21:10:52.484110Z] follower | action_type=message\n  message: okay\n- [2026-05-16T21:11:08.262476Z] follower | action_type=message\n  message: let me tell you from top:\n- [2026-05-16T21:11:39.290388Z] follower | action_type=message\n  message: top right: dinosaur bones left side of start\n- [2026-05-16T21:12:03.221683Z] follower | action_type=message\n  message: then below left: pyramid\n- [2026-05-16T21:12:16.556147Z] follower | action_type=message\n  message: after then below right valcano\n- [2026-05-16T21:12:28.214308Z] follower | action_type=message\n  message: then left suspension bridge\n- [2026-05-16T21:12:34.162048Z] follower | action_type=message\n  message: then right side forest\n- [2026-05-16T21:12:43.507771Z] follower | action_type=message\n  message: bottom left igloo\n- [2026-05-16T21:12:45.118733Z] follower | action_type=message\n  message: done\n- [2026-05-16T21:13:47.584441Z] follower | action_type=message\n  message: which is different?\n- [2026-05-16T21:14:41.331158Z] follower | action_type=message\n  message: okay\n- [2026-05-16T21:15:37.093694Z] follower | action_type=message\n  message: sure\n- [2026-05-16T21:15:39.654012Z] follower | action_type=message\n  message: go ahead\n- [2026-05-16T21:17:29.314837Z] follower | action_type=message\n  message: from start to left dinosaur bones will be on top side of line, right?\n- [2026-05-16T21:18:20.087194Z] follower | action_type=message\n  message: volcano is down side of start\n- [2026-05-16T21:19:26.976424Z] follower | action_type=message\n  message: let me clear, dianosaur bones  <- start and down to that I have volcano on right side\n- [2026-05-16T21:19:41.859158Z] follower | action_type=message\n  message: okay\n- [2026-05-16T21:19:59.384948Z] follower | action_type=message\n  message: again, start to go left then down\n- [2026-05-16T21:22:55.138978Z] follower | action_type=message\n  message: okay down, what is next\n- [2026-05-16T21:23:10.809703Z] follower | action_type=message\n  message: yes\n- [2026-05-16T21:23:50.050993Z] follower | action_type=message\n  message: FYI: we covered two landmarks 1: dianosaur bones, 2: valcano (ignoring pyramid)\n- [2026-05-16T21:24:38.293761Z] follower | action_type=message\n  message: okay it works\n- [2026-05-16T21:24:56.484007Z] follower | action_type=message\n  message: go ahead with next\n- [2026-05-16T21:25:46.361741Z] follower | action_type=message\n  message: yeah\n- [2026-05-16T21:25:49.755087Z] follower | action_type=message\n  message: I will do it\n- [2026-05-16T21:26:08.930492Z] follower | action_type=message\n  message: it's okay, go ahead\n- [2026-05-16T21:27:09.718742Z] follower | action_type=message\n  message: I am at left side of valcano, let me know where to go\n- [2026-05-16T21:31:42.044200Z] follower | action_type=message\n  message: Yes, done\n- [2026-05-16T21:39:49.769974Z] follower | action_type=message\n  message: I am on left side of the forest\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"from the stop points we just got to\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study36", "participant_name": "Jean", "timeline_index": 74, "step_index": 23}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Jean\n\nBasic profile:\n- Age: 25-34\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 32], [6, 33], [6, 34], [7, 30], [7, 31], [7, 32], [7, 33], [7, 34], [8, 28], [8, 29], [8, 30], [8, 31], [9, 27], [9, 28], [9, 29], [10, 25], [10, 26], [10, 27], [11, 24], [11, 25], [11, 26], [12, 23], [12, 24], [13, 23], [13, 24], [14, 22], [14, 23], [15, 22], [15, 23], [16, 21], [16, 22], [17, 21], [17, 22], [18, 21], [18, 22], [19, 21], [20, 21], [21, 21], [22, 21], [23, 21], [24, 21], [24, 22], [25, 21], [25, 22], [26, 22], [26, 23], [27, 23], [27, 24], [28, 23], [28, 24], [28, 25], [29, 24], [29, 25], [29, 26], [30, 25], [30, 26], [30, 27], [30, 28], [31, 27], [31, 28], [31, 29], [32, 28], [32, 29], [32, 30], [32, 31], [33, 30], [33, 31], [33, 32], [34, 32], [34, 33], [35, 33], [35, 34], [36, 34], [36, 35], [37, 35], [38, 35], [38, 36], [39, 35], [39, 36], [40, 35], [40, 36], [41, 13], [41, 14], [41, 36], [42, 13], [42, 14], [42, 36], [43, 13], [43, 14], [43, 35], [43, 36], [44, 13], [44, 14], [44, 35], [44, 36], [45, 13], [45, 14], [45, 35], [45, 36], [46, 13], [46, 14], [46, 35], [46, 36], [47, 14], [47, 35], [48, 14], [48, 15], [48, 34], [48, 35], [49, 14], [49, 15], [49, 34], [49, 35], [50, 15], [50, 16], [50, 34], [50, 35], [51, 15], [51, 16], [51, 17], [51, 33], [51, 34], [52, 16], [52, 17], [52, 33], [52, 34], [53, 17], [53, 18], [53, 19], [53, 32], [53, 33], [54, 18], [54, 19], [54, 20], [54, 32], [54, 33], [55, 19], [55, 20], [55, 21], [55, 22], [55, 31], [55, 32], [56, 21], [56, 22], [56, 23], [56, 24], [56, 29], [56, 30], [56, 31], [57, 23], [57, 24], [57, 25], [57, 26], [57, 27], [57, 28], [57, 29], [57, 30]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-16T21:48:36.276257Z\n- action_type: message\n- message: Now, the next destination is the final destination, which is the finish point. But to get there, Im skipping a destination, but beacsue it's short Ill describe it all in one go, and if there's need to break it down, just ask I would. The next destination is the top of the Igloo from where we are we just gonna head to the top of the igloo when we get there, then we start heading towards the finish line.      So we head to the top of the igloo next which means we are gonna go down from where we are right now for a bit, and wjhere we stop really close to the top of the igloo we start heading back up to the finsih poitn. but one important point is that we can just make sharp turns like exactly from the left side of the forest we can just put a ruler and draw a stright line towards the top of the igloo and then do the same towards the finsh line, so instead of those sharp point created by a sudden turn, lets make it a bit curvy, like before we go down from the left of the forest to the top of the igloo we gonna make a slight curve then down and another slight curve then up mtowards the finish line so its not gonna look let the sharp turn at the we usually make bottom of a V looking road instead it's gonna like like  the turn we make at a U looking road\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-16T21:09:34.891554Z] follower | action_type=message\n  message: Hi\n- [2026-05-16T21:09:56.449951Z] follower | action_type=message\n  message: please guide me\n- [2026-05-16T21:10:52.484110Z] follower | action_type=message\n  message: okay\n- [2026-05-16T21:11:08.262476Z] follower | action_type=message\n  message: let me tell you from top:\n- [2026-05-16T21:11:39.290388Z] follower | action_type=message\n  message: top right: dinosaur bones left side of start\n- [2026-05-16T21:12:03.221683Z] follower | action_type=message\n  message: then below left: pyramid\n- [2026-05-16T21:12:16.556147Z] follower | action_type=message\n  message: after then below right valcano\n- [2026-05-16T21:12:28.214308Z] follower | action_type=message\n  message: then left suspension bridge\n- [2026-05-16T21:12:34.162048Z] follower | action_type=message\n  message: then right side forest\n- [2026-05-16T21:12:43.507771Z] follower | action_type=message\n  message: bottom left igloo\n- [2026-05-16T21:12:45.118733Z] follower | action_type=message\n  message: done\n- [2026-05-16T21:13:47.584441Z] follower | action_type=message\n  message: which is different?\n- [2026-05-16T21:14:41.331158Z] follower | action_type=message\n  message: okay\n- [2026-05-16T21:15:37.093694Z] follower | action_type=message\n  message: sure\n- [2026-05-16T21:15:39.654012Z] follower | action_type=message\n  message: go ahead\n- [2026-05-16T21:17:29.314837Z] follower | action_type=message\n  message: from start to left dinosaur bones will be on top side of line, right?\n- [2026-05-16T21:18:20.087194Z] follower | action_type=message\n  message: volcano is down side of start\n- [2026-05-16T21:19:26.976424Z] follower | action_type=message\n  message: let me clear, dianosaur bones  <- start and down to that I have volcano on right side\n- [2026-05-16T21:19:41.859158Z] follower | action_type=message\n  message: okay\n- [2026-05-16T21:19:59.384948Z] follower | action_type=message\n  message: again, start to go left then down\n- [2026-05-16T21:22:55.138978Z] follower | action_type=message\n  message: okay down, what is next\n- [2026-05-16T21:23:10.809703Z] follower | action_type=message\n  message: yes\n- [2026-05-16T21:23:50.050993Z] follower | action_type=message\n  message: FYI: we covered two landmarks 1: dianosaur bones, 2: valcano (ignoring pyramid)\n- [2026-05-16T21:24:38.293761Z] follower | action_type=message\n  message: okay it works\n- [2026-05-16T21:24:56.484007Z] follower | action_type=message\n  message: go ahead with next\n- [2026-05-16T21:25:46.361741Z] follower | action_type=message\n  message: yeah\n- [2026-05-16T21:25:49.755087Z] follower | action_type=message\n  message: I will do it\n- [2026-05-16T21:26:08.930492Z] follower | action_type=message\n  message: it's okay, go ahead\n- [2026-05-16T21:27:09.718742Z] follower | action_type=message\n  message: I am at left side of valcano, let me know where to go\n- [2026-05-16T21:31:42.044200Z] follower | action_type=message\n  message: Yes, done\n- [2026-05-16T21:39:49.769974Z] follower | action_type=message\n  message: I am on left side of the forest\n- [2026-05-16T21:40:07.200006Z] follower | action_type=message\n  message: yes move on\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"Describing the finishing, whereas we wanted to go towards the ending.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study36", "participant_name": "Jean", "timeline_index": 80, "step_index": 24}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Jean\n\nBasic profile:\n- Age: 25-34\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 32], [6, 33], [6, 34], [7, 30], [7, 31], [7, 32], [7, 33], [7, 34], [8, 28], [8, 29], [8, 30], [8, 31], [9, 27], [9, 28], [9, 29], [10, 25], [10, 26], [10, 27], [11, 24], [11, 25], [11, 26], [12, 23], [12, 24], [13, 23], [13, 24], [14, 22], [14, 23], [15, 22], [15, 23], [16, 21], [16, 22], [17, 21], [17, 22], [18, 21], [18, 22], [19, 21], [20, 21], [21, 21], [22, 21], [23, 21], [24, 21], [24, 22], [25, 21], [25, 22], [26, 22], [26, 23], [27, 23], [27, 24], [28, 23], [28, 24], [28, 25], [29, 24], [29, 25], [29, 26], [30, 25], [30, 26], [30, 27], [30, 28], [31, 27], [31, 28], [31, 29], [32, 28], [32, 29], [32, 30], [32, 31], [33, 30], [33, 31], [33, 32], [34, 32], [34, 33], [35, 33], [35, 34], [36, 34], [36, 35], [37, 35], [38, 35], [38, 36], [39, 35], [39, 36], [40, 35], [40, 36], [41, 13], [41, 14], [41, 36], [42, 13], [42, 14], [42, 36], [43, 13], [43, 14], [43, 35], [43, 36], [44, 13], [44, 14], [44, 35], [44, 36], [45, 13], [45, 14], [45, 35], [45, 36], [46, 13], [46, 14], [46, 35], [46, 36], [47, 14], [47, 35], [48, 14], [48, 15], [48, 34], [48, 35], [49, 14], [49, 15], [49, 34], [49, 35], [50, 15], [50, 16], [50, 34], [50, 35], [51, 15], [51, 16], [51, 17], [51, 33], [51, 34], [52, 16], [52, 17], [52, 33], [52, 34], [53, 17], [53, 18], [53, 19], [53, 32], [53, 33], [54, 18], [54, 19], [54, 20], [54, 32], [54, 33], [55, 19], [55, 20], [55, 21], [55, 22], [55, 31], [55, 32], [56, 21], [56, 22], [56, 23], [56, 24], [56, 29], [56, 30], [56, 31], [57, 23], [57, 24], [57, 25], [57, 26], [57, 27], [57, 28], [57, 29], [57, 30]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-16T21:49:04.171968Z\n- action_type: message\n- message: Damn this is kinda long, I decided to describe it all inone go, jsut ask any question you have\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-16T21:09:34.891554Z] follower | action_type=message\n  message: Hi\n- [2026-05-16T21:09:56.449951Z] follower | action_type=message\n  message: please guide me\n- [2026-05-16T21:10:52.484110Z] follower | action_type=message\n  message: okay\n- [2026-05-16T21:11:08.262476Z] follower | action_type=message\n  message: let me tell you from top:\n- [2026-05-16T21:11:39.290388Z] follower | action_type=message\n  message: top right: dinosaur bones left side of start\n- [2026-05-16T21:12:03.221683Z] follower | action_type=message\n  message: then below left: pyramid\n- [2026-05-16T21:12:16.556147Z] follower | action_type=message\n  message: after then below right valcano\n- [2026-05-16T21:12:28.214308Z] follower | action_type=message\n  message: then left suspension bridge\n- [2026-05-16T21:12:34.162048Z] follower | action_type=message\n  message: then right side forest\n- [2026-05-16T21:12:43.507771Z] follower | action_type=message\n  message: bottom left igloo\n- [2026-05-16T21:12:45.118733Z] follower | action_type=message\n  message: done\n- [2026-05-16T21:13:47.584441Z] follower | action_type=message\n  message: which is different?\n- [2026-05-16T21:14:41.331158Z] follower | action_type=message\n  message: okay\n- [2026-05-16T21:15:37.093694Z] follower | action_type=message\n  message: sure\n- [2026-05-16T21:15:39.654012Z] follower | action_type=message\n  message: go ahead\n- [2026-05-16T21:17:29.314837Z] follower | action_type=message\n  message: from start to left dinosaur bones will be on top side of line, right?\n- [2026-05-16T21:18:20.087194Z] follower | action_type=message\n  message: volcano is down side of start\n- [2026-05-16T21:19:26.976424Z] follower | action_type=message\n  message: let me clear, dianosaur bones  <- start and down to that I have volcano on right side\n- [2026-05-16T21:19:41.859158Z] follower | action_type=message\n  message: okay\n- [2026-05-16T21:19:59.384948Z] follower | action_type=message\n  message: again, start to go left then down\n- [2026-05-16T21:22:55.138978Z] follower | action_type=message\n  message: okay down, what is next\n- [2026-05-16T21:23:10.809703Z] follower | action_type=message\n  message: yes\n- [2026-05-16T21:23:50.050993Z] follower | action_type=message\n  message: FYI: we covered two landmarks 1: dianosaur bones, 2: valcano (ignoring pyramid)\n- [2026-05-16T21:24:38.293761Z] follower | action_type=message\n  message: okay it works\n- [2026-05-16T21:24:56.484007Z] follower | action_type=message\n  message: go ahead with next\n- [2026-05-16T21:25:46.361741Z] follower | action_type=message\n  message: yeah\n- [2026-05-16T21:25:49.755087Z] follower | action_type=message\n  message: I will do it\n- [2026-05-16T21:26:08.930492Z] follower | action_type=message\n  message: it's okay, go ahead\n- [2026-05-16T21:27:09.718742Z] follower | action_type=message\n  message: I am at left side of valcano, let me know where to go\n- [2026-05-16T21:31:42.044200Z] follower | action_type=message\n  message: Yes, done\n- [2026-05-16T21:39:49.769974Z] follower | action_type=message\n  message: I am on left side of the forest\n- [2026-05-16T21:40:07.200006Z] follower | action_type=message\n  message: yes move on\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"Describing the finishing, whereas we wanted to go towards the ending.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study36", "participant_name": "Jean", "timeline_index": 81, "step_index": 25}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Jean\n\nBasic profile:\n- Age: 25-34\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 32], [6, 33], [6, 34], [7, 30], [7, 31], [7, 32], [7, 33], [7, 34], [8, 28], [8, 29], [8, 30], [8, 31], [9, 27], [9, 28], [9, 29], [10, 25], [10, 26], [10, 27], [11, 24], [11, 25], [11, 26], [12, 23], [12, 24], [13, 23], [13, 24], [14, 22], [14, 23], [15, 22], [15, 23], [16, 21], [16, 22], [17, 21], [17, 22], [18, 21], [18, 22], [19, 21], [20, 21], [21, 21], [22, 21], [23, 21], [24, 21], [24, 22], [25, 21], [25, 22], [26, 22], [26, 23], [27, 23], [27, 24], [28, 23], [28, 24], [28, 25], [29, 24], [29, 25], [29, 26], [30, 25], [30, 26], [30, 27], [30, 28], [31, 27], [31, 28], [31, 29], [32, 28], [32, 29], [32, 30], [32, 31], [33, 30], [33, 31], [33, 32], [34, 32], [34, 33], [35, 33], [35, 34], [36, 34], [36, 35], [37, 35], [38, 9], [38, 10], [38, 11], [38, 35], [38, 36], [39, 8], [39, 9], [39, 10], [39, 11], [39, 12], [39, 13], [39, 35], [39, 36], [40, 8], [40, 9], [40, 12], [40, 13], [40, 14], [40, 35], [40, 36], [41, 7], [41, 8], [41, 13], [41, 14], [41, 36], [42, 7], [42, 8], [42, 13], [42, 14], [42, 36], [43, 7], [43, 8], [43, 13], [43, 14], [43, 35], [43, 36], [44, 7], [44, 8], [44, 13], [44, 14], [44, 35], [44, 36], [45, 7], [45, 8], [45, 13], [45, 14], [45, 35], [45, 36], [46, 7], [46, 8], [46, 13], [46, 14], [46, 35], [46, 36], [47, 7], [47, 8], [47, 14], [47, 35], [48, 7], [48, 8], [48, 14], [48, 15], [48, 34], [48, 35], [49, 7], [49, 8], [49, 14], [49, 15], [49, 34], [49, 35], [50, 15], [50, 16], [50, 34], [50, 35], [51, 15], [51, 16], [51, 17], [51, 33], [51, 34], [52, 16], [52, 17], [52, 33], [52, 34], [53, 17], [53, 18], [53, 19], [53, 32], [53, 33], [54, 18], [54, 19], [54, 20], [54, 32], [54, 33], [55, 19], [55, 20], [55, 21], [55, 22], [55, 31], [55, 32], [56, 21], [56, 22], [56, 23], [56, 24], [56, 29], [56, 30], [56, 31], [57, 23], [57, 24], [57, 25], [57, 26], [57, 27], [57, 28], [57, 29], [57, 30]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-16T21:52:42.433123Z\n- action_type: message\n- message: The same thing u did to head down, just do that to head up toward the finish, ohh I just realised the finsh wasn't pointed out on your map. The finish point is exactly below the suspension bridge\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-16T21:09:34.891554Z] follower | action_type=message\n  message: Hi\n- [2026-05-16T21:09:56.449951Z] follower | action_type=message\n  message: please guide me\n- [2026-05-16T21:10:52.484110Z] follower | action_type=message\n  message: okay\n- [2026-05-16T21:11:08.262476Z] follower | action_type=message\n  message: let me tell you from top:\n- [2026-05-16T21:11:39.290388Z] follower | action_type=message\n  message: top right: dinosaur bones left side of start\n- [2026-05-16T21:12:03.221683Z] follower | action_type=message\n  message: then below left: pyramid\n- [2026-05-16T21:12:16.556147Z] follower | action_type=message\n  message: after then below right valcano\n- [2026-05-16T21:12:28.214308Z] follower | action_type=message\n  message: then left suspension bridge\n- [2026-05-16T21:12:34.162048Z] follower | action_type=message\n  message: then right side forest\n- [2026-05-16T21:12:43.507771Z] follower | action_type=message\n  message: bottom left igloo\n- [2026-05-16T21:12:45.118733Z] follower | action_type=message\n  message: done\n- [2026-05-16T21:13:47.584441Z] follower | action_type=message\n  message: which is different?\n- [2026-05-16T21:14:41.331158Z] follower | action_type=message\n  message: okay\n- [2026-05-16T21:15:37.093694Z] follower | action_type=message\n  message: sure\n- [2026-05-16T21:15:39.654012Z] follower | action_type=message\n  message: go ahead\n- [2026-05-16T21:17:29.314837Z] follower | action_type=message\n  message: from start to left dinosaur bones will be on top side of line, right?\n- [2026-05-16T21:18:20.087194Z] follower | action_type=message\n  message: volcano is down side of start\n- [2026-05-16T21:19:26.976424Z] follower | action_type=message\n  message: let me clear, dianosaur bones  <- start and down to that I have volcano on right side\n- [2026-05-16T21:19:41.859158Z] follower | action_type=message\n  message: okay\n- [2026-05-16T21:19:59.384948Z] follower | action_type=message\n  message: again, start to go left then down\n- [2026-05-16T21:22:55.138978Z] follower | action_type=message\n  message: okay down, what is next\n- [2026-05-16T21:23:10.809703Z] follower | action_type=message\n  message: yes\n- [2026-05-16T21:23:50.050993Z] follower | action_type=message\n  message: FYI: we covered two landmarks 1: dianosaur bones, 2: valcano (ignoring pyramid)\n- [2026-05-16T21:24:38.293761Z] follower | action_type=message\n  message: okay it works\n- [2026-05-16T21:24:56.484007Z] follower | action_type=message\n  message: go ahead with next\n- [2026-05-16T21:25:46.361741Z] follower | action_type=message\n  message: yeah\n- [2026-05-16T21:25:49.755087Z] follower | action_type=message\n  message: I will do it\n- [2026-05-16T21:26:08.930492Z] follower | action_type=message\n  message: it's okay, go ahead\n- [2026-05-16T21:27:09.718742Z] follower | action_type=message\n  message: I am at left side of valcano, let me know where to go\n- [2026-05-16T21:31:42.044200Z] follower | action_type=message\n  message: Yes, done\n- [2026-05-16T21:39:49.769974Z] follower | action_type=message\n  message: I am on left side of the forest\n- [2026-05-16T21:40:07.200006Z] follower | action_type=message\n  message: yes move on\n- [2026-05-16T21:51:22.797216Z] follower | action_type=message\n  message: where is finish line are you talking about?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"from the stop points we just got to\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study36", "participant_name": "Jean", "timeline_index": 84, "step_index": 26}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Jean\n\nBasic profile:\n- Age: 25-34\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 32], [6, 33], [6, 34], [7, 30], [7, 31], [7, 32], [7, 33], [7, 34], [8, 28], [8, 29], [8, 30], [8, 31], [9, 27], [9, 28], [9, 29], [10, 25], [10, 26], [10, 27], [11, 24], [11, 25], [11, 26], [12, 23], [12, 24], [13, 23], [13, 24], [14, 22], [14, 23], [15, 22], [15, 23], [16, 21], [16, 22], [17, 21], [17, 22], [18, 21], [18, 22], [19, 21], [20, 21], [21, 21], [22, 21], [23, 21], [24, 21], [24, 22], [25, 21], [25, 22], [26, 22], [26, 23], [27, 23], [27, 24], [28, 23], [28, 24], [28, 25], [29, 24], [29, 25], [29, 26], [30, 25], [30, 26], [30, 27], [30, 28], [31, 2], [31, 3], [31, 27], [31, 28], [31, 29], [32, 2], [32, 3], [32, 28], [32, 29], [32, 30], [32, 31], [33, 2], [33, 30], [33, 31], [33, 32], [34, 2], [34, 32], [34, 33], [35, 2], [35, 33], [35, 34], [36, 2], [36, 34], [36, 35], [37, 1], [37, 2], [37, 35], [38, 1], [38, 2], [38, 9], [38, 10], [38, 35], [38, 36], [39, 1], [39, 2], [39, 8], [39, 9], [39, 10], [39, 11], [39, 12], [39, 13], [39, 35], [39, 36], [40, 1], [40, 2], [40, 8], [40, 9], [40, 12], [40, 13], [40, 14], [40, 35], [40, 36], [41, 1], [41, 8], [41, 13], [41, 14], [41, 36], [42, 1], [42, 7], [42, 8], [42, 13], [42, 14], [42, 36], [43, 1], [43, 7], [43, 8], [43, 13], [43, 14], [43, 35], [43, 36], [44, 1], [44, 7], [44, 8], [44, 13], [44, 14], [44, 35], [44, 36], [45, 1], [45, 2], [45, 7], [45, 13], [45, 14], [45, 35], [45, 36], [46, 1], [46, 2], [46, 7], [46, 13], [46, 14], [46, 35], [46, 36], [47, 2], [47, 3], [47, 7], [47, 14], [47, 35], [48, 2], [48, 3], [48, 6], [48, 7], [48, 14], [48, 15], [48, 34], [48, 35], [49, 3], [49, 4], [49, 5], [49, 6], [49, 7], [49, 14], [49, 15], [49, 34], [49, 35], [50, 3], [50, 4], [50, 5], [50, 6], [50, 15], [50, 16], [50, 34], [50, 35], [51, 15], [51, 16], [51, 17], [51, 33], [51, 34], [52, 16], [52, 17], [52, 33], [52, 34], [53, 17], [53, 18], [53, 19], [53, 32], [53, 33], [54, 18], [54, 19], [54, 20], [54, 32], [54, 33], [55, 19], [55, 20], [55, 21], [55, 22], [55, 31], [55, 32], [56, 21], [56, 22], [56, 23], [56, 24], [56, 29], [56, 30], [56, 31], [57, 23], [57, 24], [57, 25], [57, 26], [57, 27], [57, 28], [57, 29], [57, 30]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-16T21:53:36.685775Z\n- action_type: message\n- message: Yeah it is\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-16T21:09:34.891554Z] follower | action_type=message\n  message: Hi\n- [2026-05-16T21:09:56.449951Z] follower | action_type=message\n  message: please guide me\n- [2026-05-16T21:10:52.484110Z] follower | action_type=message\n  message: okay\n- [2026-05-16T21:11:08.262476Z] follower | action_type=message\n  message: let me tell you from top:\n- [2026-05-16T21:11:39.290388Z] follower | action_type=message\n  message: top right: dinosaur bones left side of start\n- [2026-05-16T21:12:03.221683Z] follower | action_type=message\n  message: then below left: pyramid\n- [2026-05-16T21:12:16.556147Z] follower | action_type=message\n  message: after then below right valcano\n- [2026-05-16T21:12:28.214308Z] follower | action_type=message\n  message: then left suspension bridge\n- [2026-05-16T21:12:34.162048Z] follower | action_type=message\n  message: then right side forest\n- [2026-05-16T21:12:43.507771Z] follower | action_type=message\n  message: bottom left igloo\n- [2026-05-16T21:12:45.118733Z] follower | action_type=message\n  message: done\n- [2026-05-16T21:13:47.584441Z] follower | action_type=message\n  message: which is different?\n- [2026-05-16T21:14:41.331158Z] follower | action_type=message\n  message: okay\n- [2026-05-16T21:15:37.093694Z] follower | action_type=message\n  message: sure\n- [2026-05-16T21:15:39.654012Z] follower | action_type=message\n  message: go ahead\n- [2026-05-16T21:17:29.314837Z] follower | action_type=message\n  message: from start to left dinosaur bones will be on top side of line, right?\n- [2026-05-16T21:18:20.087194Z] follower | action_type=message\n  message: volcano is down side of start\n- [2026-05-16T21:19:26.976424Z] follower | action_type=message\n  message: let me clear, dianosaur bones  <- start and down to that I have volcano on right side\n- [2026-05-16T21:19:41.859158Z] follower | action_type=message\n  message: okay\n- [2026-05-16T21:19:59.384948Z] follower | action_type=message\n  message: again, start to go left then down\n- [2026-05-16T21:22:55.138978Z] follower | action_type=message\n  message: okay down, what is next\n- [2026-05-16T21:23:10.809703Z] follower | action_type=message\n  message: yes\n- [2026-05-16T21:23:50.050993Z] follower | action_type=message\n  message: FYI: we covered two landmarks 1: dianosaur bones, 2: valcano (ignoring pyramid)\n- [2026-05-16T21:24:38.293761Z] follower | action_type=message\n  message: okay it works\n- [2026-05-16T21:24:56.484007Z] follower | action_type=message\n  message: go ahead with next\n- [2026-05-16T21:25:46.361741Z] follower | action_type=message\n  message: yeah\n- [2026-05-16T21:25:49.755087Z] follower | action_type=message\n  message: I will do it\n- [2026-05-16T21:26:08.930492Z] follower | action_type=message\n  message: it's okay, go ahead\n- [2026-05-16T21:27:09.718742Z] follower | action_type=message\n  message: I am at left side of valcano, let me know where to go\n- [2026-05-16T21:31:42.044200Z] follower | action_type=message\n  message: Yes, done\n- [2026-05-16T21:39:49.769974Z] follower | action_type=message\n  message: I am on left side of the forest\n- [2026-05-16T21:40:07.200006Z] follower | action_type=message\n  message: yes move on\n- [2026-05-16T21:51:22.797216Z] follower | action_type=message\n  message: where is finish line are you talking about?\n- [2026-05-16T21:53:27.495295Z] follower | action_type=message\n  message: is it correct\n- [2026-05-16T21:53:29.880301Z] follower | action_type=message\n  message: ?\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"Describing the finishing, whereas we wanted to go towards the ending.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study36", "participant_name": "Jean", "timeline_index": 89, "step_index": 27}
{"messages": [{"role": "system", "content": "<Task Description>\nYou are simulating a human participant’s action-level mental model in a two-player collaborative map-reproduction task.\n\nIn this task, there are two roles: guide and follower. The guide can see a map with all landmarks and the correct route. The follower can see a similar map with all landmarks but does not see the route. The two players need to communicate and coordinate so that the follower can reproduce the guide’s route on the follower’s map.\n\nThe task unfolds as a sequence of actions. At each step, the guide will send a message.\n\nYour task is to predict the guide’s mental model at the current action moment.\n\n\n<Role Description>\nYou are simulating the guide’s mental model during the map task. Given the participant’s persona, the interaction history, the current action, and any previous mental model annotations, predict what this specific guide would most likely report about:\n\n1. what the team was trying to do;\n2. what they thought the follower was trying to do;\n3. what they themselves were trying to do;\n4. why they took or understood the current action in that way.\n\nThe prediction should reflect the guide’s subjective understanding at that moment, not the objective ground truth of the task.\n\n<Game Rules>\n<Condition>\nCondition: The follower's canvas is visible to the guide.\n</Condition>\n\n- The guide can see the follower’s drawing progress on the shared canvas.\n- The follower and the guide cannot directly see each other’s maps.\n- One landmark on the follower’s map is misplaced compared with the guide’s map. However, the follower should follow the guide's instructions and reproduce the route on the follower's map.\n\n\n<Participant context>\nParticipant role: guide\nParticipant name (pseudonym): Jean\n\nBasic profile:\n- Age: 25-34\n- Gender: Male\n- Education background: Bachelor's degree\n\nSurvey-derived collaboration profile:\nThe participant's overall TeamQ score suggests a high general teamwork orientation. This score reflects how frequently they tend to demonstrate constructive teamwork behaviors in collaborative settings.\n\nComponent-level behavioral cues:\n- Contribution to task: high. This follower is highly likely to actively participate, make route progress, and respond to task demands.\n- Facilitation of partner contributions: high. This follower is highly likely to acknowledge the guide's input, build on instructions, and communicate constructively.\n- Planning and coordination: high. This follower is highly likely to clarify goals, ask planning-related questions, and report drawing progress.\n- Positive team climate: high. This follower is highly likely to use friendly, positive, or encouraging language.\n- Conflict/repair management: medium. This follower is moderately likely to handle confusion, disagreement, or mismatched landmarks through clarification, correction, or repair.\n\nBehavioral simulation instruction:\nUse this profile as a soft behavioral tendency, not a fixed rule. The next mental model should still be primarily grounded in the interaction history and current map state. If the history shows a different behavioral pattern, prioritize the observed interaction history over the TeamQ profile.\n</Participant context>\n\n\n<Mental Model Annotation Task>\nThe participant provided mental model annotations after completing the Map Task. For each action, they were asked to recall what they were thinking at that specific moment.\n\nYou need to predict the participant’s annotation for the current action.\n\nThe annotation contains four fields:\n\n1. team_goal\nWhat the guide thought the team was trying to do at that moment.\n\nChoose exactly one label:\n- \"Still figuring out what we needed to do\"\n- \"Working toward a shared understanding\"\n- \"Clear on what to do and working on it\"\n- \"Something was unclear and we were working it out\"\n- \"Other\"\n\n2. partner_intent\nWhat the guide thought the follower was trying to do or understood at that moment.\n\nChoose exactly one label:\n- \"Understood the situation and we were on the same page\"\n- \"Probably understood our situation but I was not fully sure\"\n- \"Is waiting for more information to understand the situation\"\n- \"Misunderstood and we were not aligned\"\n- \"Gave no clear signal either way\"\n- \"Other\"\n\n3. self_reasoning\nWhat the guide thought they themselves were trying to do at that moment.\n\nChoose exactly one label:\n- \"Executing a plan we already agreed on\"\n- \"Exploring on my own to gather information\"\n- \"Confirming the situation with my partner\"\n- \"Grounding by sharing or requesting information to align\"\n- \"Repairing a mistake or misunderstanding\"\n- \"Waiting for more information\"\n- \"Other\"\n\nIf you select 'Other' for any label, you must provide a specific, meaningful label to replace 'Other'—do not just leave it as 'Other'.\n\n4. rationale\nA short free-form explanation, written from the guide’s perspective, describing what the team, the follower, and the guide were trying to do at that action moment.\n\nThe rationale should sound like the participant’s own retrospective explanation, not an external analysis.\n\n<Map Interpretation>\nDiscrete grid, 0-based [row, col]. Origin top-left [0, 0]; row increases downward, col increases rightward.\nAny landmark with \"type\": \"blocked\" has a \"cells\" list, which means those cells are impassable. Your route must NEVER include them.\nUse bbox / centroid from the landmark reference plus the map image to locate named landmarks. \"Bottom / top / left / right\" of a landmark refers to that region of the landmark, not the whole map. Paths to a landmark corner usually require BOTH row and col to change — not a single long horizontal or vertical segment.\n\n<Current Map>\n{\"grid_size\": [60, 40], \"extraction_mode\": \"ink_voronoi\", \"start_cell\": [6, 34], \"end_cell\": [32, 7], \"start_reference\": \"\", \"end_reference\": \"\", \"landmarks\": {\"dinasour bones\": {\"summary\": {\"bbox\": {\"row_min\": 2, \"row_max\": 6, \"col_min\": 20, \"col_max\": 31}, \"corners\": {\"top_left\": [2, 20], \"top_right\": [2, 31], \"bottom_left\": [6, 20], \"bottom_right\": [6, 31]}, \"centroid\": [4, 26], \"boundary_cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 30], [3, 31], [4, 20], [4, 30], [5, 20], [5, 21], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]]}, \"cells\": [[2, 23], [2, 24], [2, 25], [2, 26], [2, 27], [2, 28], [2, 29], [3, 21], [3, 22], [3, 23], [3, 24], [3, 25], [3, 26], [3, 27], [3, 28], [3, 29], [3, 30], [3, 31], [4, 20], [4, 21], [4, 22], [4, 23], [4, 24], [4, 25], [4, 26], [4, 27], [4, 28], [4, 29], [4, 30], [5, 20], [5, 21], [5, 22], [5, 23], [5, 24], [5, 25], [5, 26], [5, 27], [5, 28], [5, 29], [5, 30], [5, 31], [6, 22], [6, 23], [6, 24], [6, 25], [6, 26], [6, 27], [6, 28], [6, 29]], \"type\": \"blocked\"}, \"forest\": {\"summary\": {\"bbox\": {\"row_min\": 36, \"row_max\": 43, \"col_min\": 20, \"col_max\": 29}, \"corners\": {\"top_left\": [36, 20], \"top_right\": [36, 29], \"bottom_left\": [43, 20], \"bottom_right\": [43, 29]}, \"centroid\": [40, 25], \"boundary_cells\": [[36, 25], [37, 23], [37, 24], [37, 26], [37, 27], [38, 21], [38, 22], [38, 28], [39, 21], [39, 29], [40, 21], [40, 29], [41, 20], [41, 29], [42, 20], [42, 21], [42, 24], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]]}, \"cells\": [[36, 25], [37, 23], [37, 24], [37, 25], [37, 26], [37, 27], [38, 21], [38, 22], [38, 23], [38, 24], [38, 25], [38, 26], [38, 27], [38, 28], [39, 21], [39, 22], [39, 23], [39, 24], [39, 25], [39, 26], [39, 27], [39, 28], [39, 29], [40, 21], [40, 22], [40, 23], [40, 24], [40, 25], [40, 26], [40, 27], [40, 28], [40, 29], [41, 20], [41, 21], [41, 22], [41, 23], [41, 24], [41, 25], [41, 26], [41, 27], [41, 28], [41, 29], [42, 20], [42, 21], [42, 22], [42, 23], [42, 24], [42, 25], [42, 26], [42, 27], [42, 28], [42, 29], [43, 22], [43, 23], [43, 25], [43, 26], [43, 27]], \"type\": \"blocked\"}, \"igloo\": {\"summary\": {\"bbox\": {\"row_min\": 49, \"row_max\": 53, \"col_min\": 3, \"col_max\": 12}, \"corners\": {\"top_left\": [49, 3], \"top_right\": [49, 12], \"bottom_left\": [53, 3], \"bottom_right\": [53, 12]}, \"centroid\": [52, 8], \"boundary_cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 10], [51, 5], [51, 11], [52, 3], [52, 4], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]]}, \"cells\": [[49, 7], [49, 8], [49, 9], [50, 6], [50, 7], [50, 8], [50, 9], [50, 10], [51, 5], [51, 6], [51, 7], [51, 8], [51, 9], [51, 10], [51, 11], [52, 3], [52, 4], [52, 5], [52, 6], [52, 7], [52, 8], [52, 9], [52, 10], [52, 11], [52, 12], [53, 4], [53, 5], [53, 6], [53, 7], [53, 8], [53, 9], [53, 10], [53, 11], [53, 12]], \"type\": \"blocked\"}, \"pyramid\": {\"summary\": {\"bbox\": {\"row_min\": 48, \"row_max\": 53, \"col_min\": 24, \"col_max\": 35}, \"corners\": {\"top_left\": [48, 24], \"top_right\": [48, 35], \"bottom_left\": [53, 24], \"bottom_right\": [53, 35]}, \"centroid\": [51, 29], \"boundary_cells\": [[48, 30], [49, 26], [49, 29], [49, 31], [50, 25], [50, 27], [50, 28], [50, 32], [50, 33], [51, 26], [51, 33], [52, 24], [52, 25], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]]}, \"cells\": [[48, 30], [49, 26], [49, 29], [49, 30], [49, 31], [50, 25], [50, 26], [50, 27], [50, 28], [50, 29], [50, 30], [50, 31], [50, 32], [50, 33], [51, 26], [51, 27], [51, 28], [51, 29], [51, 30], [51, 31], [51, 32], [51, 33], [52, 24], [52, 25], [52, 26], [52, 27], [52, 28], [52, 29], [52, 30], [52, 31], [52, 32], [52, 33], [52, 34], [52, 35], [53, 25], [53, 26], [53, 27], [53, 28], [53, 29], [53, 30], [53, 31], [53, 32], [53, 33], [53, 34]], \"type\": \"blocked\"}, \"suspension bridge\": {\"summary\": {\"bbox\": {\"row_min\": 22, \"row_max\": 27, \"col_min\": 1, \"col_max\": 12}, \"corners\": {\"top_left\": [22, 1], \"top_right\": [22, 12], \"bottom_left\": [27, 1], \"bottom_right\": [27, 12]}, \"centroid\": [25, 6], \"boundary_cells\": [[22, 3], [22, 10], [23, 2], [23, 4], [23, 5], [23, 8], [23, 9], [23, 11], [24, 1], [24, 6], [24, 7], [24, 12], [25, 1], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]]}, \"cells\": [[22, 3], [22, 10], [23, 2], [23, 3], [23, 4], [23, 5], [23, 8], [23, 9], [23, 10], [23, 11], [24, 1], [24, 2], [24, 3], [24, 4], [24, 5], [24, 6], [24, 7], [24, 8], [24, 9], [24, 10], [24, 11], [24, 12], [25, 1], [25, 2], [25, 3], [25, 4], [25, 5], [25, 6], [25, 7], [25, 8], [25, 9], [25, 10], [25, 11], [25, 12], [26, 1], [26, 2], [26, 3], [26, 4], [26, 5], [26, 6], [26, 7], [26, 8], [26, 9], [26, 10], [26, 11], [27, 5], [27, 6], [27, 7], [27, 8]], \"type\": \"blocked\"}, \"volcano\": {\"summary\": {\"bbox\": {\"row_min\": 15, \"row_max\": 23, \"col_min\": 25, \"col_max\": 36}, \"corners\": {\"top_left\": [15, 25], \"top_right\": [15, 36], \"bottom_left\": [23, 25], \"bottom_right\": [23, 36]}, \"centroid\": [20, 31], \"boundary_cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 33], [17, 30], [17, 33], [18, 30], [18, 32], [19, 29], [19, 32], [20, 28], [20, 33], [21, 27], [21, 34], [21, 35], [22, 25], [22, 26], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]]}, \"cells\": [[15, 30], [15, 31], [15, 32], [15, 33], [16, 29], [16, 30], [16, 31], [16, 32], [16, 33], [17, 30], [17, 31], [17, 32], [17, 33], [18, 30], [18, 31], [18, 32], [19, 29], [19, 30], [19, 31], [19, 32], [20, 28], [20, 29], [20, 30], [20, 31], [20, 32], [20, 33], [21, 27], [21, 28], [21, 29], [21, 30], [21, 31], [21, 32], [21, 33], [21, 34], [21, 35], [22, 25], [22, 26], [22, 27], [22, 28], [22, 29], [22, 30], [22, 31], [22, 32], [22, 33], [22, 34], [22, 35], [22, 36], [23, 26], [23, 27], [23, 28], [23, 29], [23, 30], [23, 31], [23, 32], [23, 33], [23, 34], [23, 35]], \"type\": \"blocked\"}}, \"route_cells\": [[6, 34], [7, 33], [8, 32], [8, 31], [9, 30], [10, 29], [10, 28], [11, 27], [12, 26], [12, 25], [13, 24], [14, 23], [15, 23], [16, 22], [17, 21], [18, 21], [19, 20], [20, 20], [21, 20], [22, 20], [23, 20], [24, 20], [25, 20], [26, 21], [27, 22], [28, 23], [29, 24], [29, 25], [29, 26], [29, 27], [29, 28], [29, 29], [29, 30], [30, 31], [30, 32], [30, 33], [31, 34], [31, 35], [32, 36], [33, 36], [34, 37], [35, 37], [36, 37], [37, 37], [38, 37], [39, 37], [40, 38], [41, 38], [42, 38], [43, 38], [44, 38], [45, 38], [46, 38], [47, 38], [48, 38], [49, 38], [50, 38], [51, 38], [52, 37], [53, 37], [54, 37], [55, 36], [56, 36], [56, 35], [57, 34], [57, 33], [58, 32], [58, 31], [58, 30], [58, 29], [57, 28], [57, 27], [57, 26], [57, 25], [56, 24], [55, 23], [54, 22], [53, 22], [52, 21], [51, 21], [50, 21], [49, 21], [48, 20], [47, 20], [46, 20], [45, 19], [44, 19], [43, 18], [43, 17], [42, 16], [42, 15], [43, 14], [44, 13], [45, 13], [46, 12], [47, 11], [47, 10], [48, 9], [48, 8], [48, 7], [48, 6], [47, 5], [46, 4], [45, 4], [44, 4], [43, 4], [42, 4], [41, 4], [40, 5], [39, 5], [38, 5], [37, 5], [36, 6], [35, 6], [34, 6], [33, 7], [32, 7]], \"drawing_trace\": [[6, 32], [6, 33], [6, 34], [7, 30], [7, 31], [7, 32], [7, 33], [7, 34], [8, 28], [8, 29], [8, 30], [8, 31], [9, 27], [9, 28], [9, 29], [10, 25], [10, 26], [10, 27], [11, 24], [11, 25], [11, 26], [12, 23], [12, 24], [13, 23], [13, 24], [14, 22], [14, 23], [15, 22], [15, 23], [16, 21], [16, 22], [17, 21], [17, 22], [18, 21], [18, 22], [19, 21], [20, 21], [21, 21], [22, 21], [23, 21], [24, 21], [24, 22], [25, 21], [25, 22], [26, 22], [26, 23], [27, 23], [27, 24], [28, 23], [28, 24], [28, 25], [29, 24], [29, 25], [29, 26], [30, 25], [30, 26], [30, 27], [30, 28], [31, 2], [31, 3], [31, 27], [31, 28], [31, 29], [32, 2], [32, 3], [32, 28], [32, 29], [32, 30], [32, 31], [33, 2], [33, 30], [33, 31], [33, 32], [34, 2], [34, 32], [34, 33], [35, 2], [35, 33], [35, 34], [36, 2], [36, 34], [36, 35], [37, 1], [37, 2], [37, 35], [38, 1], [38, 2], [38, 9], [38, 10], [38, 35], [38, 36], [39, 1], [39, 2], [39, 8], [39, 9], [39, 10], [39, 11], [39, 12], [39, 13], [39, 35], [39, 36], [40, 1], [40, 2], [40, 8], [40, 9], [40, 12], [40, 13], [40, 14], [40, 35], [40, 36], [41, 1], [41, 8], [41, 13], [41, 14], [41, 36], [42, 1], [42, 7], [42, 8], [42, 13], [42, 14], [42, 36], [43, 1], [43, 7], [43, 8], [43, 13], [43, 14], [43, 35], [43, 36], [44, 1], [44, 7], [44, 8], [44, 13], [44, 14], [44, 35], [44, 36], [45, 1], [45, 2], [45, 7], [45, 13], [45, 14], [45, 35], [45, 36], [46, 1], [46, 2], [46, 7], [46, 13], [46, 14], [46, 35], [46, 36], [47, 2], [47, 3], [47, 7], [47, 14], [47, 35], [48, 2], [48, 3], [48, 6], [48, 7], [48, 14], [48, 15], [48, 34], [48, 35], [49, 3], [49, 4], [49, 5], [49, 6], [49, 7], [49, 14], [49, 15], [49, 34], [49, 35], [50, 3], [50, 4], [50, 5], [50, 6], [50, 15], [50, 16], [50, 34], [50, 35], [51, 15], [51, 16], [51, 17], [51, 33], [51, 34], [52, 16], [52, 17], [52, 33], [52, 34], [53, 17], [53, 18], [53, 19], [53, 32], [53, 33], [54, 18], [54, 19], [54, 20], [54, 32], [54, 33], [55, 19], [55, 20], [55, 21], [55, 22], [55, 31], [55, 32], [56, 21], [56, 22], [56, 23], [56, 24], [56, 29], [56, 30], [56, 31], [57, 23], [57, 24], [57, 25], [57, 26], [57, 27], [57, 28], [57, 29], [57, 30]]}\n\n<Current guide action (you are simulating the mental model behind this action)>\n- timestamp: 2026-05-16T21:53:52.201699Z\n- action_type: message\n- message: yeah we are done\n\n<Response Format>\nReturn only a valid JSON object. Do not include markdown, explanations, or extra text outside the JSON.\n\nThe JSON must have exactly the following fields:\n\n{\n\"team_goal\": \"...\",\n\"partner_intent\": \"...\",\n\"self_reasoning\": \"...\",\n\"rationale\": \"...\"\n}\n\nThe three label fields must exactly match one of the allowed labels.\n\n<Instructions for aligning with human behaviors>\n- Given the interaction history and previous mental models, predict this guide's mental model for the current action. Your prediction should be grounded in:\nthe follower’s most recent actions;\nthe follower’s current drawing state (visible to you on the shared canvas in this condition);\nthe guide’s previous actions and communication style;\nthe guide’s previous mental models;\nthe guide’s persona.\n- Follow the participant's previous behaviors/habits (e.g., writing styles, preferences, etc.) when reporting their mental model.\n- Do not add unnecessary politeness, formal language, or overly detailed explanations unless this guide has shown that style.\nWrite the rationale in a first-person perspective, as if the participant is recalling their own thought process after the task.\n- Do not invent information that is not supported by the interaction history.\n- Do not mention that you are an AI, a simulator, or making a prediction.\n\n<Interaction History>"}, {"role": "user", "content": "- [2026-05-16T21:09:34.891554Z] follower | action_type=message\n  message: Hi\n- [2026-05-16T21:09:56.449951Z] follower | action_type=message\n  message: please guide me\n- [2026-05-16T21:10:52.484110Z] follower | action_type=message\n  message: okay\n- [2026-05-16T21:11:08.262476Z] follower | action_type=message\n  message: let me tell you from top:\n- [2026-05-16T21:11:39.290388Z] follower | action_type=message\n  message: top right: dinosaur bones left side of start\n- [2026-05-16T21:12:03.221683Z] follower | action_type=message\n  message: then below left: pyramid\n- [2026-05-16T21:12:16.556147Z] follower | action_type=message\n  message: after then below right valcano\n- [2026-05-16T21:12:28.214308Z] follower | action_type=message\n  message: then left suspension bridge\n- [2026-05-16T21:12:34.162048Z] follower | action_type=message\n  message: then right side forest\n- [2026-05-16T21:12:43.507771Z] follower | action_type=message\n  message: bottom left igloo\n- [2026-05-16T21:12:45.118733Z] follower | action_type=message\n  message: done\n- [2026-05-16T21:13:47.584441Z] follower | action_type=message\n  message: which is different?\n- [2026-05-16T21:14:41.331158Z] follower | action_type=message\n  message: okay\n- [2026-05-16T21:15:37.093694Z] follower | action_type=message\n  message: sure\n- [2026-05-16T21:15:39.654012Z] follower | action_type=message\n  message: go ahead\n- [2026-05-16T21:17:29.314837Z] follower | action_type=message\n  message: from start to left dinosaur bones will be on top side of line, right?\n- [2026-05-16T21:18:20.087194Z] follower | action_type=message\n  message: volcano is down side of start\n- [2026-05-16T21:19:26.976424Z] follower | action_type=message\n  message: let me clear, dianosaur bones  <- start and down to that I have volcano on right side\n- [2026-05-16T21:19:41.859158Z] follower | action_type=message\n  message: okay\n- [2026-05-16T21:19:59.384948Z] follower | action_type=message\n  message: again, start to go left then down\n- [2026-05-16T21:22:55.138978Z] follower | action_type=message\n  message: okay down, what is next\n- [2026-05-16T21:23:10.809703Z] follower | action_type=message\n  message: yes\n- [2026-05-16T21:23:50.050993Z] follower | action_type=message\n  message: FYI: we covered two landmarks 1: dianosaur bones, 2: valcano (ignoring pyramid)\n- [2026-05-16T21:24:38.293761Z] follower | action_type=message\n  message: okay it works\n- [2026-05-16T21:24:56.484007Z] follower | action_type=message\n  message: go ahead with next\n- [2026-05-16T21:25:46.361741Z] follower | action_type=message\n  message: yeah\n- [2026-05-16T21:25:49.755087Z] follower | action_type=message\n  message: I will do it\n- [2026-05-16T21:26:08.930492Z] follower | action_type=message\n  message: it's okay, go ahead\n- [2026-05-16T21:27:09.718742Z] follower | action_type=message\n  message: I am at left side of valcano, let me know where to go\n- [2026-05-16T21:31:42.044200Z] follower | action_type=message\n  message: Yes, done\n- [2026-05-16T21:39:49.769974Z] follower | action_type=message\n  message: I am on left side of the forest\n- [2026-05-16T21:40:07.200006Z] follower | action_type=message\n  message: yes move on\n- [2026-05-16T21:51:22.797216Z] follower | action_type=message\n  message: where is finish line are you talking about?\n- [2026-05-16T21:53:27.495295Z] follower | action_type=message\n  message: is it correct\n- [2026-05-16T21:53:29.880301Z] follower | action_type=message\n  message: ?\n- [2026-05-16T21:53:46.517576Z] follower | action_type=message\n  message: so it's finish\n"}, {"role": "assistant", "content": "{\"team_goal\": \"Clear on what to do and working on it\", \"partner_intent\": \"Understood the situation and we were on the same page\", \"self_reasoning\": \"Executing a plan we already agreed on\", \"rationale\": \"Yeah, we finished up drawing the routes completely.\"}"}], "task": "mental_model_prediction", "role": "guide", "canvas_condition": "c2", "study_name": "study36", "participant_name": "Jean", "timeline_index": 91, "step_index": 28}