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dataset\Anger\0118.png
anger
What’s the context in the scene for the person highlighted with a bounding box for emotion recognition? Please describe the environment, location, and general situation happening in the image. Think step by step. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <context summary>
What’s the body language of the person highlighted with bounding box for emotion recognition? Analyze posture, gestures, head and hand positions, and general orientation of the body. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <body language interpretation>
What’s the emotions of other people in the scene? Observe expressions and behavior of the other people, and consider how their emotions may influence the target person. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <summary of others' emotions and description of the overall mood or emotional tone of the scene>
What’s the facial action units for the person highlighted with mask for emotion recognition? List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <facial AU interpretation>
gpt-5-nano
The scene is set in a hospital hallway. A man in business-casual clothes is walking and talking in a corridor lined with departmental signs and medical equipment, indicating everyday activity for a visitor or nonclinical staff member in a medical facility.
The body language is active, engaged, and somewhat assertive. He is walking forward with a slight forward lean, head turned toward a conversation, mouth open as if talking, and one arm extended — overall indicating he is addressing someone or making a point with purpose.
No other people are visible in the scene, so their emotions cannot be determined. The overall mood of the scene comes across as neutral with a hint of urgency or tension from the person who is speaking, set in a hospital-like corridor.
AU 25 (Lips Part) and AU 26 (Jaw Drop) — interpreted as speaking; emotion likely neutral or mildly engaged/concentrating.
What’s the emotion of the person inside the bounding box for emotion recognition? Consider the facial action units, body language, emotions of other people in the scene, and the overall context. Context: The scene is set in a hospital hallway. A man in business-casual clothes is walking and talking in a corridor lined with departmental signs and medical equipment, indicating everyday activity for a visitor or nonclinical staff member in a medical facility. Body Language: The body language is active, engaged, and somewhat assertive. He is walking forward with a slight forward lean, head turned toward a conversation, mouth open as if talking, and one arm extended — overall indicating he is addressing someone or making a point with purpose. Others’ Emotions: No other people are visible in the scene, so their emotions cannot be determined. The overall mood of the scene comes across as neutral with a hint of urgency or tension from the person who is speaking, set in a hospital-like corridor. Facial Action Units: AU 25 (Lips Part) and AU 26 (Jaw Drop) — interpreted as speaking; emotion likely neutral or mildly engaged/concentrating. Provide a brief explanation before giving the final answer. Answer format: Explanation: <your explanation> Final Answer: <one of {Angry, Disgust, Fear, Happy, Sad, Surprise, Neutral}>
Neutral
The AU 25 (Lips Part) and AU 26 (Jaw Drop) suggest he is speaking. There are no clear cues of anger, happiness, fear, or other strong emotions, and the description notes a neutral with a hint of urgency rather than an explicit affective state. The context and body language show engagement and purpose without clear emotional intensity.
8,381.608992
1,330.459887
9,712.068878
dataset\Anger\0126.png
anger
What’s the context in the scene for the person highlighted with a bounding box for emotion recognition? Please describe the environment, location, and general situation happening in the image. Think step by step. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <context summary>
What’s the body language of the person highlighted with bounding box for emotion recognition? Analyze posture, gestures, head and hand positions, and general orientation of the body. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <body language interpretation>
What’s the emotions of other people in the scene? Observe expressions and behavior of the other people, and consider how their emotions may influence the target person. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <summary of others' emotions and description of the overall mood or emotional tone of the scene>
What’s the facial action units for the person highlighted with mask for emotion recognition? List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <facial AU interpretation>
gpt-5-nano
A tense, emotionally charged moment at a home social gathering. The highlighted person (foreground) is a blond woman in dark clothing engaged in a serious, possibly confrontational conversation with another guest seated across from her, while others mingle in a well-decorated living room with a lamp, flowers, and a staircase in the background.
Angry / confrontational and assertive body language; forward-leaning posture, engaged gaze, and gesturing to emphasize a point.
- Other people in the scene mostly display neutral to mildly positive emotions through conversations and relaxed postures. The overall mood among them is social and lively, but the target person appears distressed, creating a tension-filled atmosphere. The presence of others who seem focused on their own interactions may amplify the target’s sense of isolation or discomfort within the scene.
AU4 (Brow Lowerer) + AU7 (Lid Tightener) + AU15 (Lip Corner Depressor) + AU23/AU24 (Lip Tightener/Presser) — indicating anger/annoyance or disapproval.
What’s the emotion of the person inside the bounding box for emotion recognition? Consider the facial action units, body language, emotions of other people in the scene, and the overall context. Context: A tense, emotionally charged moment at a home social gathering. The highlighted person (foreground) is a blond woman in dark clothing engaged in a serious, possibly confrontational conversation with another guest seated across from her, while others mingle in a well-decorated living room with a lamp, flowers, and a staircase in the background. Body Language: Angry / confrontational and assertive body language; forward-leaning posture, engaged gaze, and gesturing to emphasize a point. Others’ Emotions: - Other people in the scene mostly display neutral to mildly positive emotions through conversations and relaxed postures. The overall mood among them is social and lively, but the target person appears distressed, creating a tension-filled atmosphere. The presence of others who seem focused on their own interactions may amplify the target’s sense of isolation or discomfort within the scene. Facial Action Units: AU4 (Brow Lowerer) + AU7 (Lid Tightener) + AU15 (Lip Corner Depressor) + AU23/AU24 (Lip Tightener/Presser) — indicating anger/annoyance or disapproval. Provide a brief explanation before giving the final answer. Answer format: Explanation: <your explanation> Final Answer: <one of {Angry, Disgust, Fear, Happy, Sad, Surprise, Neutral}>
Angry
The facial action units indicate brow lowering (AU4), lid tightening (AU7), and lip corner depression/tightening (AU15, AU23/AU24), which are commonly linked to anger or disapproval. Coupled with a forward-leaning, confrontational posture in a tense social confrontation, these cues point to anger rather than other emotions.
8,381.608992
1,330.459887
9,712.068878
dataset\Anger\0224.png
anger
What’s the context in the scene for the person highlighted with a bounding box for emotion recognition? Please describe the environment, location, and general situation happening in the image. Think step by step. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <context summary>
What’s the body language of the person highlighted with bounding box for emotion recognition? Analyze posture, gestures, head and hand positions, and general orientation of the body. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <body language interpretation>
What’s the emotions of other people in the scene? Observe expressions and behavior of the other people, and consider how their emotions may influence the target person. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <summary of others' emotions and description of the overall mood or emotional tone of the scene>
What’s the facial action units for the person highlighted with mask for emotion recognition? List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <facial AU interpretation>
gpt-5-nano
The scene takes place in a cozy indoor living space (home interior) with warm lighting and wood paneling, likely a living room/dining area on a TV show set. The highlighted person is actively speaking and gesturing, indicating he is delivering a point or arguing during a conversation.
The person appears engaged and assertive, with a forward-leaning posture and a raised hand gesturing to emphasize a point. The head is oriented toward the audience, and facial expression suggests active speaking or explaining, conveying confidence and focus.
Others' emotions: Not observable/undeterminable due to lack of visible expressions from other people in the scene. Overall mood: tense and confrontational, with the speaker displaying frustration or urgency in a domestic setting.
AU1+AU2 (brow raise), AU12 (lip corner pull), AU25 (lips part), AU26 (jaw drop), AU6 (cheek raise) — Interpretation: engaged, assertive explanation with a hint of mild frustration or sarcasm.
What’s the emotion of the person inside the bounding box for emotion recognition? Consider the facial action units, body language, emotions of other people in the scene, and the overall context. Context: The scene takes place in a cozy indoor living space (home interior) with warm lighting and wood paneling, likely a living room/dining area on a TV show set. The highlighted person is actively speaking and gesturing, indicating he is delivering a point or arguing during a conversation. Body Language: The person appears engaged and assertive, with a forward-leaning posture and a raised hand gesturing to emphasize a point. The head is oriented toward the audience, and facial expression suggests active speaking or explaining, conveying confidence and focus. Others’ Emotions: Others' emotions: Not observable/undeterminable due to lack of visible expressions from other people in the scene. Overall mood: tense and confrontational, with the speaker displaying frustration or urgency in a domestic setting. Facial Action Units: AU1+AU2 (brow raise), AU12 (lip corner pull), AU25 (lips part), AU26 (jaw drop), AU6 (cheek raise) — Interpretation: engaged, assertive explanation with a hint of mild frustration or sarcasm. Provide a brief explanation before giving the final answer. Answer format: Explanation: <your explanation> Final Answer: <one of {Angry, Disgust, Fear, Happy, Sad, Surprise, Neutral}>
Angry
The scene describes an engaged, assertive speaker with forward-leaning posture and gesturing to emphasize a point, in a tense/confrontational domestic setting. The facial cues (brow raise, lip corners pulled, lips part, jaw drop, cheek raise) align with active speaking and mild frustration. Taken together, these cues most closely map to anger rather than happiness, fear, or neutrality.
8,381.608992
1,330.459887
9,712.068878
dataset\Anger\0375.png
anger
What’s the context in the scene for the person highlighted with a bounding box for emotion recognition? Please describe the environment, location, and general situation happening in the image. Think step by step. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <context summary>
What’s the body language of the person highlighted with bounding box for emotion recognition? Analyze posture, gestures, head and hand positions, and general orientation of the body. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <body language interpretation>
What’s the emotions of other people in the scene? Observe expressions and behavior of the other people, and consider how their emotions may influence the target person. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <summary of others' emotions and description of the overall mood or emotional tone of the scene>
What’s the facial action units for the person highlighted with mask for emotion recognition? List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <facial AU interpretation>
gpt-5-nano
The person is in an indoor, modern office-like setting, with decorative plants and neutral-toned walls/fixtures. He is dressed in a dark suit and tie, standing or moving through a hallway or lobby area, and appears to be speaking or reacting as part of a conversation. The overall context suggests a formal or business encounter, possibly a tense or important moment in a corporate environment.
The body language suggests assertive engagement and emphasis in communication—speaking with urgency or importance, with an open, direct stance rather than a relaxed or defensive posture.
No other people are visible, so I cannot describe their emotions. The overall mood of the scene appears tense/serious and professional, centered on the speaker.
AU25 (Lips Part); AU26 (Jaw Drop) – possible; AU2 (Brow Raise) – mild. Emotional meaning: speaking with emphasis; possible mild surprise or concern.
What’s the emotion of the person inside the bounding box for emotion recognition? Consider the facial action units, body language, emotions of other people in the scene, and the overall context. Context: The person is in an indoor, modern office-like setting, with decorative plants and neutral-toned walls/fixtures. He is dressed in a dark suit and tie, standing or moving through a hallway or lobby area, and appears to be speaking or reacting as part of a conversation. The overall context suggests a formal or business encounter, possibly a tense or important moment in a corporate environment. Body Language: The body language suggests assertive engagement and emphasis in communication—speaking with urgency or importance, with an open, direct stance rather than a relaxed or defensive posture. Others’ Emotions: No other people are visible, so I cannot describe their emotions. The overall mood of the scene appears tense/serious and professional, centered on the speaker. Facial Action Units: AU25 (Lips Part); AU26 (Jaw Drop) – possible; AU2 (Brow Raise) – mild. Emotional meaning: speaking with emphasis; possible mild surprise or concern. Provide a brief explanation before giving the final answer. Answer format: Explanation: <your explanation> Final Answer: <one of {Angry, Disgust, Fear, Happy, Sad, Surprise, Neutral}>
Surprise
The facial cues shown (lips parted, possible jaw drop, and mild brow raise) combined with an assertive, engaged stance in a tense business setting suggest a reaction to something unexpected or noteworthy. There aren’t clear anger cues (no clenched jaw or intense brow furrowing) and the overall mood leans toward a surprised or astonished reaction rather than happiness or fear. Therefore, the most fitting label among the options is Surprise.
8,381.608992
1,330.459887
9,712.068878
dataset\Anger\0387.png
anger
What’s the context in the scene for the person highlighted with a bounding box for emotion recognition? Please describe the environment, location, and general situation happening in the image. Think step by step. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <context summary>
What’s the body language of the person highlighted with bounding box for emotion recognition? Analyze posture, gestures, head and hand positions, and general orientation of the body. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <body language interpretation>
What’s the emotions of other people in the scene? Observe expressions and behavior of the other people, and consider how their emotions may influence the target person. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <summary of others' emotions and description of the overall mood or emotional tone of the scene>
What’s the facial action units for the person highlighted with mask for emotion recognition? List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <facial AU interpretation>
gpt-5-nano
A woman is sitting in a cozy living room during a casual gathering, talking animatedly and using gestures while others listen. There is popcorn on the table and game-like items, indicating a relaxed social moment or chat.
Open, engaged, and assertive body language — the person is leaning in, using open-palmed gestures to emphasize points, with a slight head tilt and direct orientation toward the listener, suggesting they are actively explaining or persuading.
No clearly discernible emotions can be read from the other people in the scene (their faces aren’t visible). The overall mood appears casual and conversational, with the focal person showing animated engagement, suggesting an active, perhaps persuasive, discussion in a relaxed setting.
AU 25 (Lips Part) and AU 26 (Jaw Drop); emotional meaning: neutral/engaged in conversation (speaking), not a strong discrete emotion detected.
What’s the emotion of the person inside the bounding box for emotion recognition? Consider the facial action units, body language, emotions of other people in the scene, and the overall context. Context: A woman is sitting in a cozy living room during a casual gathering, talking animatedly and using gestures while others listen. There is popcorn on the table and game-like items, indicating a relaxed social moment or chat. Body Language: Open, engaged, and assertive body language — the person is leaning in, using open-palmed gestures to emphasize points, with a slight head tilt and direct orientation toward the listener, suggesting they are actively explaining or persuading. Others’ Emotions: No clearly discernible emotions can be read from the other people in the scene (their faces aren’t visible). The overall mood appears casual and conversational, with the focal person showing animated engagement, suggesting an active, perhaps persuasive, discussion in a relaxed setting. Facial Action Units: AU 25 (Lips Part) and AU 26 (Jaw Drop); emotional meaning: neutral/engaged in conversation (speaking), not a strong discrete emotion detected. Provide a brief explanation before giving the final answer. Answer format: Explanation: <your explanation> Final Answer: <one of {Angry, Disgust, Fear, Happy, Sad, Surprise, Neutral}>
Neutral
The person is actively speaking with open, engaged body language and animated gestures. Facial Action Units indicate talking (lips parted, jaw slightly dropped), but there’s no clear valence of anger, fear, happiness, or sadness. The scene is a relaxed, social setting, suggesting a neutral but engaged state rather than a strong discrete emotion.
8,381.608992
1,330.459887
9,712.068878
dataset\Anger\0389.png
anger
What’s the context in the scene for the person highlighted with a bounding box for emotion recognition? Please describe the environment, location, and general situation happening in the image. Think step by step. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <context summary>
What’s the body language of the person highlighted with bounding box for emotion recognition? Analyze posture, gestures, head and hand positions, and general orientation of the body. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <body language interpretation>
What’s the emotions of other people in the scene? Observe expressions and behavior of the other people, and consider how their emotions may influence the target person. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <summary of others' emotions and description of the overall mood or emotional tone of the scene>
What’s the facial action units for the person highlighted with mask for emotion recognition? List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <facial AU interpretation>
gpt-5-nano
An indoor living-room scene in a home with purple walls, a couch, plants, and personal decor. A woman sits by a coffee table with popcorn, gesturing as she talks, suggesting a casual group conversation or discussion among friends during a relaxed gathering.
Engaged, expressive, and confident body language. Forward-leaning posture with active hand gesture and direct orientation toward the speaker indicates she is explaining or persuading with emphasis.
Other people: The visible observer’s emotions cannot be read clearly, but their posture indicates they are listening or neutral. Overall mood: A calm, focused, conversational atmosphere with the speaker actively presenting something and others paying attention.
- Facial action units (AUs): AU1 (inner brow raise) + AU2 (outer brow raise) – slight; AU6 (cheek raise) – mild; AU25 (lips part) – slight/open mouth. - Emotional meaning: attentive/engaged, with mild positive affect or readiness to communicate (neutral to mildly spoke/listening).
What’s the emotion of the person inside the bounding box for emotion recognition? Consider the facial action units, body language, emotions of other people in the scene, and the overall context. Context: An indoor living-room scene in a home with purple walls, a couch, plants, and personal decor. A woman sits by a coffee table with popcorn, gesturing as she talks, suggesting a casual group conversation or discussion among friends during a relaxed gathering. Body Language: Engaged, expressive, and confident body language. Forward-leaning posture with active hand gesture and direct orientation toward the speaker indicates she is explaining or persuading with emphasis. Others’ Emotions: Other people: The visible observer’s emotions cannot be read clearly, but their posture indicates they are listening or neutral. Overall mood: A calm, focused, conversational atmosphere with the speaker actively presenting something and others paying attention. Facial Action Units: - Facial action units (AUs): AU1 (inner brow raise) + AU2 (outer brow raise) – slight; AU6 (cheek raise) – mild; AU25 (lips part) – slight/open mouth. - Emotional meaning: attentive/engaged, with mild positive affect or readiness to communicate (neutral to mildly spoke/listening). Provide a brief explanation before giving the final answer. Answer format: Explanation: <your explanation> Final Answer: <one of {Angry, Disgust, Fear, Happy, Sad, Surprise, Neutral}>
Neutral
The scene shows an engaged speaker in a relaxed, conversational setting. The AUs suggest mild attention and speaking posture (slight brow raise, mild cheek raise, lips parted) without a clear smile or negative/fearful cues. The overall mood is calm and focused rather than strongly emotional.
8,381.608992
1,330.459887
9,712.068878
dataset\Anger\0410.png
anger
What’s the context in the scene for the person highlighted with a bounding box for emotion recognition? Please describe the environment, location, and general situation happening in the image. Think step by step. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <context summary>
What’s the body language of the person highlighted with bounding box for emotion recognition? Analyze posture, gestures, head and hand positions, and general orientation of the body. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <body language interpretation>
What’s the emotions of other people in the scene? Observe expressions and behavior of the other people, and consider how their emotions may influence the target person. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <summary of others' emotions and description of the overall mood or emotional tone of the scene>
What’s the facial action units for the person highlighted with mask for emotion recognition? List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <facial AU interpretation>
gpt-5-nano
A heated moment during a meal at an upscale restaurant. The foreground man, in a blazer, is angrily speaking and gesturing with a fork, while another diner sits nearby; the environment features wood paneling, a flower arrangement, and formal table settings, suggesting a business or social dinner with a confrontation or argument in progress.
The person shows angry/confrontational and assertive body language: forward-leaning, tense posture; mouth open as if shouting; direct gaze toward the other person; active hand gesture with a utensil near the mouth, indicating strong emphasis or confrontation.
Others’ emotions appear uneasy and wary, with a neutral or concerned demeanor overall. The scene feels tense and confrontational, as the visible anger of the speaker is met with quiet discomfort and restraint from the surrounding people.
AU26 (Jaw Drop), AU25 (Lips Part), AU4 (Brow Lowerer); emotional meaning: high-intensity speech/showing anger or frustration (assertive, emphatic).
What’s the emotion of the person inside the bounding box for emotion recognition? Consider the facial action units, body language, emotions of other people in the scene, and the overall context. Context: A heated moment during a meal at an upscale restaurant. The foreground man, in a blazer, is angrily speaking and gesturing with a fork, while another diner sits nearby; the environment features wood paneling, a flower arrangement, and formal table settings, suggesting a business or social dinner with a confrontation or argument in progress. Body Language: The person shows angry/confrontational and assertive body language: forward-leaning, tense posture; mouth open as if shouting; direct gaze toward the other person; active hand gesture with a utensil near the mouth, indicating strong emphasis or confrontation. Others’ Emotions: Others’ emotions appear uneasy and wary, with a neutral or concerned demeanor overall. The scene feels tense and confrontational, as the visible anger of the speaker is met with quiet discomfort and restraint from the surrounding people. Facial Action Units: AU26 (Jaw Drop), AU25 (Lips Part), AU4 (Brow Lowerer); emotional meaning: high-intensity speech/showing anger or frustration (assertive, emphatic). Provide a brief explanation before giving the final answer. Answer format: Explanation: <your explanation> Final Answer: <one of {Angry, Disgust, Fear, Happy, Sad, Surprise, Neutral}>
Angry
The foreground man is leaning forward with an open mouth and direct gaze, using a forceful gesture with a fork. The facial actions (AU26 Jaw Drop, AU25 Lips Part, AU4 Brow Lowerer) and the tense, confrontational context point to high-intensity anger and assertiveness, not surprise or fear. The surrounding diners’ uneasy reactions support a confrontational moment rather than a benign or joyful scene.
8,381.608992
1,330.459887
9,712.068878
dataset\Anger\0458.png
anger
What’s the context in the scene for the person highlighted with a bounding box for emotion recognition? Please describe the environment, location, and general situation happening in the image. Think step by step. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <context summary>
What’s the body language of the person highlighted with bounding box for emotion recognition? Analyze posture, gestures, head and hand positions, and general orientation of the body. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <body language interpretation>
What’s the emotions of other people in the scene? Observe expressions and behavior of the other people, and consider how their emotions may influence the target person. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <summary of others' emotions and description of the overall mood or emotional tone of the scene>
What’s the facial action units for the person highlighted with mask for emotion recognition? List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <facial AU interpretation>
gpt-5-nano
A man in a red shirt stands in a residential hallway/entry area of a home. The setting shows typical living-space decor (beige walls, a door, a wall light, plants, and art). He is holding a bottle and gesturing with his other hand as if he is talking or responding to someone off-camera, indicating a casual, everyday moment within a domestic scene.
The person shows an assertive, engaged stance. Posture is slightly forward-leaning with an open, directed orientation toward someone off-frame. The left hand is raised with a pointed/pointing-like gesture, used to emphasize a point, while the right hand rests near the body holding a bottle, indicating a mix of composure and emphasis. The head is angled toward the direction he’s addressing, suggesting focus and intent. Overall, he appears to be actively communicating, likely expressing insistence or irritation.
No other people’s emotions are observable in the scene. The overall mood appears tense or confrontational, driven by the central figure’s assertive gesture and posture, set in a casual domestic environment.
AU4 (Brow Lowerer) and AU24 (Lip Pressor); interpreted as concentration/docus—mild frustration or determination.
What’s the emotion of the person inside the bounding box for emotion recognition? Consider the facial action units, body language, emotions of other people in the scene, and the overall context. Context: A man in a red shirt stands in a residential hallway/entry area of a home. The setting shows typical living-space decor (beige walls, a door, a wall light, plants, and art). He is holding a bottle and gesturing with his other hand as if he is talking or responding to someone off-camera, indicating a casual, everyday moment within a domestic scene. Body Language: The person shows an assertive, engaged stance. Posture is slightly forward-leaning with an open, directed orientation toward someone off-frame. The left hand is raised with a pointed/pointing-like gesture, used to emphasize a point, while the right hand rests near the body holding a bottle, indicating a mix of composure and emphasis. The head is angled toward the direction he’s addressing, suggesting focus and intent. Overall, he appears to be actively communicating, likely expressing insistence or irritation. Others’ Emotions: No other people’s emotions are observable in the scene. The overall mood appears tense or confrontational, driven by the central figure’s assertive gesture and posture, set in a casual domestic environment. Facial Action Units: AU4 (Brow Lowerer) and AU24 (Lip Pressor); interpreted as concentration/docus—mild frustration or determination. Provide a brief explanation before giving the final answer. Answer format: Explanation: <your explanation> Final Answer: <one of {Angry, Disgust, Fear, Happy, Sad, Surprise, Neutral}>
Angry
The subject exhibits an assertive, forward-leaning posture with a pointed hand gesture, which signals emphasis and possible confrontation. Facial Action Units AU4 (Brow Lowerer) and AU24 (Lip Pressor) suggest concentration and mild frustration. The overall body language and tense mood in a domestic setting align more with anger or irritated determination than other emotions.
8,381.608992
1,330.459887
9,712.068878
dataset\Anger\0702.png
anger
What’s the context in the scene for the person highlighted with a bounding box for emotion recognition? Please describe the environment, location, and general situation happening in the image. Think step by step. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <context summary>
What’s the body language of the person highlighted with bounding box for emotion recognition? Analyze posture, gestures, head and hand positions, and general orientation of the body. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <body language interpretation>
What’s the emotions of other people in the scene? Observe expressions and behavior of the other people, and consider how their emotions may influence the target person. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <summary of others' emotions and description of the overall mood or emotional tone of the scene>
What’s the facial action units for the person highlighted with mask for emotion recognition? List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <facial AU interpretation>
gpt-5-nano
In a cozy cafe setting, the highlighted person is seated on a sofa near the coffee bar, engaged in a casual conversation with others nearby. He appears to be reacting with a puzzled or mildly annoyed expression, suggesting a moment of disagreement or surprise within an informal social interaction.
The body language suggests he is irritated/annoyed and asserting himself—engaged, with an emphatic, forward-leaning stance and a pointed facial expression.
The others in the scene appear mostly neutral or mildly focused on their own tasks, contributing little visible emotional reaction to the foreground person. The overall mood of the scene feels casual and busy, with a subtle undercurrent of tension or frustration centered on the foreground individual.
AU4 (Brow Lowerer) + AU18 (Lip Pucker) + AU15 (Lip Corner Depressor); Emotional interpretation: disapproval/annoyance or concentration (ambiguous without more context).
What’s the emotion of the person inside the bounding box for emotion recognition? Consider the facial action units, body language, emotions of other people in the scene, and the overall context. Context: In a cozy cafe setting, the highlighted person is seated on a sofa near the coffee bar, engaged in a casual conversation with others nearby. He appears to be reacting with a puzzled or mildly annoyed expression, suggesting a moment of disagreement or surprise within an informal social interaction. Body Language: The body language suggests he is irritated/annoyed and asserting himself—engaged, with an emphatic, forward-leaning stance and a pointed facial expression. Others’ Emotions: The others in the scene appear mostly neutral or mildly focused on their own tasks, contributing little visible emotional reaction to the foreground person. The overall mood of the scene feels casual and busy, with a subtle undercurrent of tension or frustration centered on the foreground individual. Facial Action Units: AU4 (Brow Lowerer) + AU18 (Lip Pucker) + AU15 (Lip Corner Depressor); Emotional interpretation: disapproval/annoyance or concentration (ambiguous without more context). Provide a brief explanation before giving the final answer. Answer format: Explanation: <your explanation> Final Answer: <one of {Angry, Disgust, Fear, Happy, Sad, Surprise, Neutral}>
Angry
The combination of AU4 (brow lowerer) and AU15 (lip corner depressor) indicates disapproval or irritation, while AU18 (lip pucker) can reflect concentration or mild discomfort. Coupled with a forward-leaning, engaged posture and a casual social context of a minor disagreement, this aligns more with mild annoyance rather than fear, happiness, or surprise. Among the given categories, the closest match is Angry.
8,381.608992
1,330.459887
9,712.068878
dataset\Anger\0902.png
anger
What’s the context in the scene for the person highlighted with a bounding box for emotion recognition? Please describe the environment, location, and general situation happening in the image. Think step by step. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <context summary>
What’s the body language of the person highlighted with bounding box for emotion recognition? Analyze posture, gestures, head and hand positions, and general orientation of the body. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <body language interpretation>
What’s the emotions of other people in the scene? Observe expressions and behavior of the other people, and consider how their emotions may influence the target person. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <summary of others' emotions and description of the overall mood or emotional tone of the scene>
What’s the facial action units for the person highlighted with mask for emotion recognition? List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <facial AU interpretation>
gpt-5-nano
A quiet, intimate indoor scene in a home or small care environment, where an older woman wearing a light blue uniform sits or stands with a downcast, somber expression, suggesting she is processing troubling news or engaged in a serious, reflective moment.
The body language suggests sadness or contemplation (withdrawn, preoccupied, and subdued).
Others' emotions: Not observable (no other people visible). Overall mood: Quiet, somber, and introspective; the target person appears sad or contemplative.
- Mouth region: lip corner depressor (downturned mouth corners) (AU15); possible lower lip depressor (AU16); lips pressed (AU24) - Eyebrow/forehead: brow lowerer (AU4) - Emotional meaning: sadness or contemplative/ somber mood
What’s the emotion of the person inside the bounding box for emotion recognition? Consider the facial action units, body language, emotions of other people in the scene, and the overall context. Context: A quiet, intimate indoor scene in a home or small care environment, where an older woman wearing a light blue uniform sits or stands with a downcast, somber expression, suggesting she is processing troubling news or engaged in a serious, reflective moment. Body Language: The body language suggests sadness or contemplation (withdrawn, preoccupied, and subdued). Others’ Emotions: Others' emotions: Not observable (no other people visible). Overall mood: Quiet, somber, and introspective; the target person appears sad or contemplative. Facial Action Units: - Mouth region: lip corner depressor (downturned mouth corners) (AU15); possible lower lip depressor (AU16); lips pressed (AU24) - Eyebrow/forehead: brow lowerer (AU4) - Emotional meaning: sadness or contemplative/ somber mood Provide a brief explanation before giving the final answer. Answer format: Explanation: <your explanation> Final Answer: <one of {Angry, Disgust, Fear, Happy, Sad, Surprise, Neutral}>
Sad
The facial action units described (downturned mouth corners AU15, possible AU16, pressed lips AU24, and brow lowerer AU4) along with a withdrawn, somber body language and the contextual cue of processing troubling news all align with sadness or a contemplative mood rather than other emotions.
8,381.608992
1,330.459887
9,712.068878
dataset\Anger\1040.png
anger
What’s the context in the scene for the person highlighted with a bounding box for emotion recognition? Please describe the environment, location, and general situation happening in the image. Think step by step. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <context summary>
What’s the body language of the person highlighted with bounding box for emotion recognition? Analyze posture, gestures, head and hand positions, and general orientation of the body. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <body language interpretation>
What’s the emotions of other people in the scene? Observe expressions and behavior of the other people, and consider how their emotions may influence the target person. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <summary of others' emotions and description of the overall mood or emotional tone of the scene>
What’s the facial action units for the person highlighted with mask for emotion recognition? List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <facial AU interpretation>
gpt-5-nano
An indoor space likely featuring Prada Marfa artwork (a gallery-like room or stylish living area). A woman with long blonde hair stands in the foreground, appearing tense or concerned, as if in the middle of a serious discussion or reacting to something off-screen.
Attentive and mildly concerned or puzzled—engaged with what is happening off-camera, with an open but thoughtful, non-defensive posture.
No other people are present in the scene, so there are no observable emotions from others to report. The overall mood appears tense or serious, with the visible person looking concerned or contemplative, suggesting a moment of weight or pressure in the setting.
- Visible muscular movements (AUs): - Brow area: brow lowering (AU4) with possible inner brow raise (AU1) and outer brow raise (AU2) – overall suggests a furrowed, focused, or concerned brow. - Eyes: upper lid raise (AU5) – eyes appear somewhat widened, indicating attentiveness or mild surprise/concern. - Mouth: lip press/tightener (AU24) and slight lip corner down (AU15) – tension, displeasure, or skepticism; no smile (AU12 not present). - Emotional meaning: concern or skepticism with cognitive processing and mild tension.
What’s the emotion of the person inside the bounding box for emotion recognition? Consider the facial action units, body language, emotions of other people in the scene, and the overall context. Context: An indoor space likely featuring Prada Marfa artwork (a gallery-like room or stylish living area). A woman with long blonde hair stands in the foreground, appearing tense or concerned, as if in the middle of a serious discussion or reacting to something off-screen. Body Language: Attentive and mildly concerned or puzzled—engaged with what is happening off-camera, with an open but thoughtful, non-defensive posture. Others’ Emotions: No other people are present in the scene, so there are no observable emotions from others to report. The overall mood appears tense or serious, with the visible person looking concerned or contemplative, suggesting a moment of weight or pressure in the setting. Facial Action Units: - Visible muscular movements (AUs): - Brow area: brow lowering (AU4) with possible inner brow raise (AU1) and outer brow raise (AU2) – overall suggests a furrowed, focused, or concerned brow. - Eyes: upper lid raise (AU5) – eyes appear somewhat widened, indicating attentiveness or mild surprise/concern. - Mouth: lip press/tightener (AU24) and slight lip corner down (AU15) – tension, displeasure, or skepticism; no smile (AU12 not present). - Emotional meaning: concern or skepticism with cognitive processing and mild tension. Provide a brief explanation before giving the final answer. Answer format: Explanation: <your explanation> Final Answer: <one of {Angry, Disgust, Fear, Happy, Sad, Surprise, Neutral}>
Neutral
The described facial action units indicate a tense, evaluating mindset (brow furrow with AU4/AU1/AU2, AU5 suggesting alertness, and a pressed lip with AU24/AU15). There’s no clear expression of anger, fear, happiness, or surprise, and the scene’s context is tense but not action-driven. This aligns with a neutral state characterized by concern or cognitive processing rather than a discrete basic emotion.
8,381.608992
1,330.459887
9,712.068878
dataset\Anger\1402.png
anger
What’s the context in the scene for the person highlighted with a bounding box for emotion recognition? Please describe the environment, location, and general situation happening in the image. Think step by step. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <context summary>
What’s the body language of the person highlighted with bounding box for emotion recognition? Analyze posture, gestures, head and hand positions, and general orientation of the body. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <body language interpretation>
What’s the emotions of other people in the scene? Observe expressions and behavior of the other people, and consider how their emotions may influence the target person. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <summary of others' emotions and description of the overall mood or emotional tone of the scene>
What’s the facial action units for the person highlighted with mask for emotion recognition? List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <facial AU interpretation>
gpt-5-nano
A formal ballroom scene during a wedding reception or gala. The man is speaking or serenading to the woman in a sparkly dress, amid guests mingling and decorative floral décor in a sophisticated, candlelit environment.
The person appears engaged and expressive—speaking emphatically toward the other person, with a forward-leaning posture that signals active communication and emphasis rather than passive listening.
The others are mostly calm, with some mild smiles and attentive or neutral expressions. The overall mood is formal and celebratory. Their positive, engaged demeanor likely nudges the foreground person toward confident, gracious communication, though it may also introduce a subtle pressure to impress the audience.
AU25 (Lips Part); AU26 (Jaw Drop) — Interpretation: speaking/expressive, likely neutral-to-engaged or emphasizing a point.
What’s the emotion of the person inside the bounding box for emotion recognition? Consider the facial action units, body language, emotions of other people in the scene, and the overall context. Context: A formal ballroom scene during a wedding reception or gala. The man is speaking or serenading to the woman in a sparkly dress, amid guests mingling and decorative floral décor in a sophisticated, candlelit environment. Body Language: The person appears engaged and expressive—speaking emphatically toward the other person, with a forward-leaning posture that signals active communication and emphasis rather than passive listening. Others’ Emotions: The others are mostly calm, with some mild smiles and attentive or neutral expressions. The overall mood is formal and celebratory. Their positive, engaged demeanor likely nudges the foreground person toward confident, gracious communication, though it may also introduce a subtle pressure to impress the audience. Facial Action Units: AU25 (Lips Part); AU26 (Jaw Drop) — Interpretation: speaking/expressive, likely neutral-to-engaged or emphasizing a point. Provide a brief explanation before giving the final answer. Answer format: Explanation: <your explanation> Final Answer: <one of {Angry, Disgust, Fear, Happy, Sad, Surprise, Neutral}>
Neutral
The subject is actively speaking with lips parted and a forward-leaning posture, indicating engaged communication rather than a distinctly positive or negative emotion. The context is formal and celebratory, but there are no strong affective cues (like a smile or frown) to suggest happiness or anger. Therefore, the emotion is best described as Neutral.
8,381.608992
1,330.459887
9,712.068878
dataset\Anger\1428.png
anger
What’s the context in the scene for the person highlighted with a bounding box for emotion recognition? Please describe the environment, location, and general situation happening in the image. Think step by step. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <context summary>
What’s the body language of the person highlighted with bounding box for emotion recognition? Analyze posture, gestures, head and hand positions, and general orientation of the body. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <body language interpretation>
What’s the emotions of other people in the scene? Observe expressions and behavior of the other people, and consider how their emotions may influence the target person. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <summary of others' emotions and description of the overall mood or emotional tone of the scene>
What’s the facial action units for the person highlighted with mask for emotion recognition? List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <facial AU interpretation>
gpt-5-nano
The scene takes place in a home kitchen/bar environment. A young woman sits at the counter with fruit around her and bottles on a shelf behind. She appears to be on a phone call or deep in thought, looking worried or pensive while nibbling or holding a red fruit.
Pensive and puzzled (thinking/uncertain).
No other people are visible to assess their emotions. The scene conveys a quiet, introspective mood, with the lone individual appearing thoughtful or distracted.
- Eyebrow area: Brow furrow (likely AU4) — indicating mild doubt or concentration; emotion leaning toward skeptical/concerned. - Lips: Lip pressing together (AU24) — indicating concentration or restraint; emotional meaning: carefulness or restraint. - Mouth corners: Slight downward pull (AU15) — indicating mild sadness or displeasure.
What’s the emotion of the person inside the bounding box for emotion recognition? Consider the facial action units, body language, emotions of other people in the scene, and the overall context. Context: The scene takes place in a home kitchen/bar environment. A young woman sits at the counter with fruit around her and bottles on a shelf behind. She appears to be on a phone call or deep in thought, looking worried or pensive while nibbling or holding a red fruit. Body Language: Pensive and puzzled (thinking/uncertain). Others’ Emotions: No other people are visible to assess their emotions. The scene conveys a quiet, introspective mood, with the lone individual appearing thoughtful or distracted. Facial Action Units: - Eyebrow area: Brow furrow (likely AU4) — indicating mild doubt or concentration; emotion leaning toward skeptical/concerned. - Lips: Lip pressing together (AU24) — indicating concentration or restraint; emotional meaning: carefulness or restraint. - Mouth corners: Slight downward pull (AU15) — indicating mild sadness or displeasure. Provide a brief explanation before giving the final answer. Answer format: Explanation: <your explanation> Final Answer: <one of {Angry, Disgust, Fear, Happy, Sad, Surprise, Neutral}>
Sad
The combination of brow furrow (AU4), lip pressing (AU24), and downward mouth corners (AU15) points to a restrained, concerned or mildly sad mood. Coupled with pensive body language and the introspective context, the overall emotion aligns best with sadness rather than other negative emotions or neutral.
8,381.608992
1,330.459887
9,712.068878
dataset\Anger\1852.png
anger
What’s the context in the scene for the person highlighted with a bounding box for emotion recognition? Please describe the environment, location, and general situation happening in the image. Think step by step. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <context summary>
What’s the body language of the person highlighted with bounding box for emotion recognition? Analyze posture, gestures, head and hand positions, and general orientation of the body. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <body language interpretation>
What’s the emotions of other people in the scene? Observe expressions and behavior of the other people, and consider how their emotions may influence the target person. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <summary of others' emotions and description of the overall mood or emotional tone of the scene>
What’s the facial action units for the person highlighted with mask for emotion recognition? List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <facial AU interpretation>
gpt-5-nano
The scene is set in a cozy residential bedroom/living area with a bed and personal decor. A woman sits (likely in a private room) and reads a letter and some papers, looking down in a thoughtful or somber mood, suggesting she is processing important personal news or information.
Concentration/attentive and neutral to mildly concerned. The person is reading or reviewing documents with a closed, focused posture, indicating they are processing information rather than engaging socially.
No other people are present, so there are no observable emotions of others to report. The overall mood is introspective and somber, conveying a private, contemplative moment as the target person processes the letter.
No clear facial action units detected; emotion inferred as neutral/concentrating.
What’s the emotion of the person inside the bounding box for emotion recognition? Consider the facial action units, body language, emotions of other people in the scene, and the overall context. Context: The scene is set in a cozy residential bedroom/living area with a bed and personal decor. A woman sits (likely in a private room) and reads a letter and some papers, looking down in a thoughtful or somber mood, suggesting she is processing important personal news or information. Body Language: Concentration/attentive and neutral to mildly concerned. The person is reading or reviewing documents with a closed, focused posture, indicating they are processing information rather than engaging socially. Others’ Emotions: No other people are present, so there are no observable emotions of others to report. The overall mood is introspective and somber, conveying a private, contemplative moment as the target person processes the letter. Facial Action Units: No clear facial action units detected; emotion inferred as neutral/concentrating. Provide a brief explanation before giving the final answer. Answer format: Explanation: <your explanation> Final Answer: <one of {Angry, Disgust, Fear, Happy, Sad, Surprise, Neutral}>
Neutral
The scene shows a private, introspective moment with the person focused on reading letters. There are no strong facial cues indicating defined emotions, and the body language signals concentration rather than an explicit affect. The mood is somber but not outwardly expressive, aligning with a neutral state in emotion recognition.
8,381.608992
1,330.459887
9,712.068878
dataset\Anger\1958.png
anger
What’s the context in the scene for the person highlighted with a bounding box for emotion recognition? Please describe the environment, location, and general situation happening in the image. Think step by step. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <context summary>
What’s the body language of the person highlighted with bounding box for emotion recognition? Analyze posture, gestures, head and hand positions, and general orientation of the body. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <body language interpretation>
What’s the emotions of other people in the scene? Observe expressions and behavior of the other people, and consider how their emotions may influence the target person. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <summary of others' emotions and description of the overall mood or emotional tone of the scene>
What’s the facial action units for the person highlighted with mask for emotion recognition? List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <facial AU interpretation>
gpt-5-nano
The scene is a tense office/meeting-room moment, with a woman in professional attire reacting with shock during a discussion or confrontation.
Surprised/astonished expression with tense, forward-leaning posture and gesturing hand indicating a reaction to unexpected information.
Others' emotions: Not observable (no other people visible). Overall mood: tense and surprised; the scene conveys a sudden, unexpected moment centered on the target person's reaction.
AU1 (inner brow raiser) + AU2 (outer brow raiser) — Brow raise; AU5 (upper lid raiser) — Eye widening; AU26 (jaw drop) — Jaw drop; AU25 (lips part) — Lips parted. Emotional meaning: Surprise/Astonishment.
What’s the emotion of the person inside the bounding box for emotion recognition? Consider the facial action units, body language, emotions of other people in the scene, and the overall context. Context: The scene is a tense office/meeting-room moment, with a woman in professional attire reacting with shock during a discussion or confrontation. Body Language: Surprised/astonished expression with tense, forward-leaning posture and gesturing hand indicating a reaction to unexpected information. Others’ Emotions: Others' emotions: Not observable (no other people visible). Overall mood: tense and surprised; the scene conveys a sudden, unexpected moment centered on the target person's reaction. Facial Action Units: AU1 (inner brow raiser) + AU2 (outer brow raiser) — Brow raise; AU5 (upper lid raiser) — Eye widening; AU26 (jaw drop) — Jaw drop; AU25 (lips part) — Lips parted. Emotional meaning: Surprise/Astonishment. Provide a brief explanation before giving the final answer. Answer format: Explanation: <your explanation> Final Answer: <one of {Angry, Disgust, Fear, Happy, Sad, Surprise, Neutral}>
Surprise
The described facial actions (AU1/AU2 brow raise, AU5 eye widening, AU26 jaw drop, AU25 lips parted) are classic indicators of surprise or astonishment. Coupled with the tense, forward-leaning posture and reaction to unexpected information in a confrontation, the emotion is best characterized as surprise.
8,381.608992
1,330.459887
9,712.068878
dataset\Anger\2149.png
anger
What’s the context in the scene for the person highlighted with a bounding box for emotion recognition? Please describe the environment, location, and general situation happening in the image. Think step by step. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <context summary>
What’s the body language of the person highlighted with bounding box for emotion recognition? Analyze posture, gestures, head and hand positions, and general orientation of the body. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <body language interpretation>
What’s the emotions of other people in the scene? Observe expressions and behavior of the other people, and consider how their emotions may influence the target person. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <summary of others' emotions and description of the overall mood or emotional tone of the scene>
What’s the facial action units for the person highlighted with mask for emotion recognition? List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <facial AU interpretation>
gpt-5-nano
The scene is an outdoor urban street setting during the daytime, in a lively pedestrian area with storefronts and outdoor seating. The highlighted woman is in the foreground, wearing a blue off-the-shoulder top and a necklace, turned to the side and appearing to speak or react to someone off-camera. There are other people in the background and a railing with red flowers on the left, suggesting a busy, social environment such as a city street cafe or market. The general situation is a casual social interaction in a bustling public space.
Open, engaged, and communicative body language. She appears to be actively speaking or about to respond, with attentive head orientation toward the conversation and a relaxed, non-defensive posture.
Others appear largely neutral or mildly attentive; the overall mood is a bustling, casual urban scene with gentle energy. This environment is likely to make the target person feel composed and engaged rather than anxious or self-conscious.
AUs: AU1 (inner brow raiser) + AU2 (outer brow raiser) likely present; AU5 (upper lid raiser) possibly; AU25 (lips part) and AU26 (jaw drop) may be engaged. Emotional meaning: attentive/curious with mild surprise, possibly about to speak or respond.
What’s the emotion of the person inside the bounding box for emotion recognition? Consider the facial action units, body language, emotions of other people in the scene, and the overall context. Context: The scene is an outdoor urban street setting during the daytime, in a lively pedestrian area with storefronts and outdoor seating. The highlighted woman is in the foreground, wearing a blue off-the-shoulder top and a necklace, turned to the side and appearing to speak or react to someone off-camera. There are other people in the background and a railing with red flowers on the left, suggesting a busy, social environment such as a city street cafe or market. The general situation is a casual social interaction in a bustling public space. Body Language: Open, engaged, and communicative body language. She appears to be actively speaking or about to respond, with attentive head orientation toward the conversation and a relaxed, non-defensive posture. Others’ Emotions: Others appear largely neutral or mildly attentive; the overall mood is a bustling, casual urban scene with gentle energy. This environment is likely to make the target person feel composed and engaged rather than anxious or self-conscious. Facial Action Units: AUs: AU1 (inner brow raiser) + AU2 (outer brow raiser) likely present; AU5 (upper lid raiser) possibly; AU25 (lips part) and AU26 (jaw drop) may be engaged. Emotional meaning: attentive/curious with mild surprise, possibly about to speak or respond. Provide a brief explanation before giving the final answer. Answer format: Explanation: <your explanation> Final Answer: <one of {Angry, Disgust, Fear, Happy, Sad, Surprise, Neutral}>
Surprise
The described facial action units—brows raised (AU1+AU2), possible upper lid raiser (AU5), with lips parted and perhaps a slight jaw drop (AU25/AU26)—along with open, engaged body language and being in the middle of a conversation, suggest someone who is attentive with a hint of mild surprise or reaction to something off-camera. The overall context is sociable, not confrontational or sad, which supports a Surprise reading rather than Neutral or other emotions.
8,381.608992
1,330.459887
9,712.068878
dataset\Anger\2378.png
anger
What’s the context in the scene for the person highlighted with a bounding box for emotion recognition? Please describe the environment, location, and general situation happening in the image. Think step by step. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <context summary>
What’s the body language of the person highlighted with bounding box for emotion recognition? Analyze posture, gestures, head and hand positions, and general orientation of the body. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <body language interpretation>
What’s the emotions of other people in the scene? Observe expressions and behavior of the other people, and consider how their emotions may influence the target person. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <summary of others' emotions and description of the overall mood or emotional tone of the scene>
What’s the facial action units for the person highlighted with mask for emotion recognition? List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <facial AU interpretation>
gpt-5-nano
An outdoor city park/public plaza where a woman in a light blue cardigan is engaged in a serious/emotional conversation with someone off-camera, possibly handing them a phone; the scene includes other people in the background and a coffee mug, implying a casual yet tense interaction in a public space.
Open, engaged, and assertive body language — actively communicating and reaching out (likely offering or handing over the device) with a direct orientation toward the other person.
The others in the scene appear mostly neutral or disengaged, showing no strong emotions toward the target. The overall mood is calm and casual, with a quiet, private emotional moment in the foreground that may feel isolating to the target.
AU4 (brow lowerer) + AU15 (lip corner depressor) + AU25 (lips part); Emotional meaning: sadness/concern or empathetic listening (mild frown and downward mouth corners while speaking).
What’s the emotion of the person inside the bounding box for emotion recognition? Consider the facial action units, body language, emotions of other people in the scene, and the overall context. Context: An outdoor city park/public plaza where a woman in a light blue cardigan is engaged in a serious/emotional conversation with someone off-camera, possibly handing them a phone; the scene includes other people in the background and a coffee mug, implying a casual yet tense interaction in a public space. Body Language: Open, engaged, and assertive body language — actively communicating and reaching out (likely offering or handing over the device) with a direct orientation toward the other person. Others’ Emotions: The others in the scene appear mostly neutral or disengaged, showing no strong emotions toward the target. The overall mood is calm and casual, with a quiet, private emotional moment in the foreground that may feel isolating to the target. Facial Action Units: AU4 (brow lowerer) + AU15 (lip corner depressor) + AU25 (lips part); Emotional meaning: sadness/concern or empathetic listening (mild frown and downward mouth corners while speaking). Provide a brief explanation before giving the final answer. Answer format: Explanation: <your explanation> Final Answer: <one of {Angry, Disgust, Fear, Happy, Sad, Surprise, Neutral}>
Sad
The combination of AU4 (brow lowerer), AU15 (lip corner depressor), and AU25 (lip part) points to a mild frown with downward mouth corners, which aligns with sadness or concern. In the context of a serious/emotional, private moment in a public setting, this suggests the person is experiencing sadness or empathetic listening rather than anger or surprise. The surrounding people appear neutral, reinforcing a subdued mood.
8,381.608992
1,330.459887
9,712.068878
dataset\Anger\2572.png
anger
What’s the context in the scene for the person highlighted with a bounding box for emotion recognition? Please describe the environment, location, and general situation happening in the image. Think step by step. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <context summary>
What’s the body language of the person highlighted with bounding box for emotion recognition? Analyze posture, gestures, head and hand positions, and general orientation of the body. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <body language interpretation>
What’s the emotions of other people in the scene? Observe expressions and behavior of the other people, and consider how their emotions may influence the target person. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <summary of others' emotions and description of the overall mood or emotional tone of the scene>
What’s the facial action units for the person highlighted with mask for emotion recognition? List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <facial AU interpretation>
gpt-5-nano
The environment is a warm, indoor home dining/kitchen area during the day. There’s a flower arrangement, lace-curtained windows, and a pastry display in the background, giving a homey feel. A woman in a red blazer over a light blue blouse sits at a table with a bowl/coffee cup in front, smiling while talking to someone off-screen, indicating a casual social interaction over a meal or drink.
Open, engaged, and approachable body language — she is leaning slightly forward with a relaxed posture, a soft smile, a slight head tilt, and uncrossed arms resting on the table, indicating interest and positive receptivity.
The other person appears calm and attentive, with neutral to mildly positive emotion. Their engaged demeanor contributes to a warm, sociable, and relaxed mood in the scene.
AU12 (lip corner pull) and AU6 (cheek raise) — indicating genuine happiness / warm, friendly engagement.
What’s the emotion of the person inside the bounding box for emotion recognition? Consider the facial action units, body language, emotions of other people in the scene, and the overall context. Context: The environment is a warm, indoor home dining/kitchen area during the day. There’s a flower arrangement, lace-curtained windows, and a pastry display in the background, giving a homey feel. A woman in a red blazer over a light blue blouse sits at a table with a bowl/coffee cup in front, smiling while talking to someone off-screen, indicating a casual social interaction over a meal or drink. Body Language: Open, engaged, and approachable body language — she is leaning slightly forward with a relaxed posture, a soft smile, a slight head tilt, and uncrossed arms resting on the table, indicating interest and positive receptivity. Others’ Emotions: The other person appears calm and attentive, with neutral to mildly positive emotion. Their engaged demeanor contributes to a warm, sociable, and relaxed mood in the scene. Facial Action Units: AU12 (lip corner pull) and AU6 (cheek raise) — indicating genuine happiness / warm, friendly engagement. Provide a brief explanation before giving the final answer. Answer format: Explanation: <your explanation> Final Answer: <one of {Angry, Disgust, Fear, Happy, Sad, Surprise, Neutral}>
Happy
The scene shows a woman smiling with AU12 (lip corner pull) and AU6 (cheek raise), which are indicators of genuine happiness. Her relaxed, forward-leaning posture and open body language, along with a warm, sociable context, reinforce a positive emotional state.
8,381.608992
1,330.459887
9,712.068878
dataset\Anger\2786.png
anger
What’s the context in the scene for the person highlighted with a bounding box for emotion recognition? Please describe the environment, location, and general situation happening in the image. Think step by step. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <context summary>
What’s the body language of the person highlighted with bounding box for emotion recognition? Analyze posture, gestures, head and hand positions, and general orientation of the body. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <body language interpretation>
What’s the emotions of other people in the scene? Observe expressions and behavior of the other people, and consider how their emotions may influence the target person. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <summary of others' emotions and description of the overall mood or emotional tone of the scene>
What’s the facial action units for the person highlighted with mask for emotion recognition? List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <facial AU interpretation>
gpt-5-nano
A tense, professional or studio-style indoor scene where the man is engaged in a serious conversation or confrontation, likely addressing others nearby in a group setting.
The body language appears tense and engaged, with a stern/serious (potentially irritated) mood. He is leaning forward to emphasize points, maintaining direct attention, and speaking with a focused, mid-speech expression.
The others in the scene seem to be in a friendly, engaged mood (the background woman appears to be smiling and chatting). This creates a light, sociable atmosphere around the scene. The overall mood is mixed: the foreground person reads as tense or focused, while the surrounding group’s warmth and engagement may soften or influence his reaction, potentially nudging him toward a measured, deliberate response.
- Eyebrows: AU4 — Brow Lowerer (inner brow furrowing) - Meaning: concentration, concern, or mild disapproval - Mouth/lips: AU25 — Lips Part - Meaning: mouth is open for speech; not a pure emotion cue by itself - Lip corners: AU15 — Lip Corner Depressor - Meaning: downward pull of the lip corners; associated with sadness or displeasure - Jaw: AU26 — Jaw Drop (jaw lowered) - Meaning: slight opening of the mouth, often linked to speaking or a momentary surprise Overall: negative-valence, leaning toward concentration/concern or mild displeasure, with the mouth open as if speaking rather than a pure emotional display.
What’s the emotion of the person inside the bounding box for emotion recognition? Consider the facial action units, body language, emotions of other people in the scene, and the overall context. Context: A tense, professional or studio-style indoor scene where the man is engaged in a serious conversation or confrontation, likely addressing others nearby in a group setting. Body Language: The body language appears tense and engaged, with a stern/serious (potentially irritated) mood. He is leaning forward to emphasize points, maintaining direct attention, and speaking with a focused, mid-speech expression. Others’ Emotions: The others in the scene seem to be in a friendly, engaged mood (the background woman appears to be smiling and chatting). This creates a light, sociable atmosphere around the scene. The overall mood is mixed: the foreground person reads as tense or focused, while the surrounding group’s warmth and engagement may soften or influence his reaction, potentially nudging him toward a measured, deliberate response. Facial Action Units: - Eyebrows: AU4 — Brow Lowerer (inner brow furrowing) - Meaning: concentration, concern, or mild disapproval - Mouth/lips: AU25 — Lips Part - Meaning: mouth is open for speech; not a pure emotion cue by itself - Lip corners: AU15 — Lip Corner Depressor - Meaning: downward pull of the lip corners; associated with sadness or displeasure - Jaw: AU26 — Jaw Drop (jaw lowered) - Meaning: slight opening of the mouth, often linked to speaking or a momentary surprise Overall: negative-valence, leaning toward concentration/concern or mild displeasure, with the mouth open as if speaking rather than a pure emotional display. Provide a brief explanation before giving the final answer. Answer format: Explanation: <your explanation> Final Answer: <one of {Angry, Disgust, Fear, Happy, Sad, Surprise, Neutral}>
Angry
The combination of inner brow furrowing (AU4), lips parted (AU25), downward lip corners (AU15), and jaw lowering (AU26) in a tense, forward-leaning posture suggests negative valence with concentration or mild displeasure. In the provided emotion categories, this aligns best with an Angry expression rather than neutral or other emotions.
8,381.608992
1,330.459887
9,712.068878
dataset\Anger\2834.png
anger
What’s the context in the scene for the person highlighted with a bounding box for emotion recognition? Please describe the environment, location, and general situation happening in the image. Think step by step. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <context summary>
What’s the body language of the person highlighted with bounding box for emotion recognition? Analyze posture, gestures, head and hand positions, and general orientation of the body. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <body language interpretation>
What’s the emotions of other people in the scene? Observe expressions and behavior of the other people, and consider how their emotions may influence the target person. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <summary of others' emotions and description of the overall mood or emotional tone of the scene>
What’s the facial action units for the person highlighted with mask for emotion recognition? List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <facial AU interpretation>
gpt-5-nano
The scene occurs in a private indoor space (likely a living area) with mood lighting. The woman is mid-conversation, showing a tense or concerned expression, indicating a private discussion or confrontation with someone off-frame.
Open, engaged posture with active speech; likely attentive and moderately assertive/expressive in the conversation.
Other people’s emotions: Not observable in this frame. Overall mood: tense/uneasy; the target person may feel cautious or on edge in response to the atmosphere, and if others were present off-camera, their reactions could heighten that sense of scrutiny or concern.
AU6, AU12 (and possibly AU25) — suggesting mild happiness/engagement.
What’s the emotion of the person inside the bounding box for emotion recognition? Consider the facial action units, body language, emotions of other people in the scene, and the overall context. Context: The scene occurs in a private indoor space (likely a living area) with mood lighting. The woman is mid-conversation, showing a tense or concerned expression, indicating a private discussion or confrontation with someone off-frame. Body Language: Open, engaged posture with active speech; likely attentive and moderately assertive/expressive in the conversation. Others’ Emotions: Other people’s emotions: Not observable in this frame. Overall mood: tense/uneasy; the target person may feel cautious or on edge in response to the atmosphere, and if others were present off-camera, their reactions could heighten that sense of scrutiny or concern. Facial Action Units: AU6, AU12 (and possibly AU25) — suggesting mild happiness/engagement. Provide a brief explanation before giving the final answer. Answer format: Explanation: <your explanation> Final Answer: <one of {Angry, Disgust, Fear, Happy, Sad, Surprise, Neutral}>
Happy
The presence of AU6 (cheek raiser) and AU12 (lip corner puller) is characteristic of a Duchenne smile, which signals genuine positive affect (happiness/engagement). Although the scene’s context suggests tension, the facial action units point toward mild happiness or engaged positivity rather than negative emotions like anger or fear. AU25 (lip part) can occur during speech and does not negate the overall positive cue from AU6/AU12.
8,381.608992
1,330.459887
9,712.068878
dataset\Disgust\0003.png
disgust
What’s the context in the scene for the person highlighted with a bounding box for emotion recognition? Please describe the environment, location, and general situation happening in the image. Think step by step. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <context summary>
What’s the body language of the person highlighted with bounding box for emotion recognition? Analyze posture, gestures, head and hand positions, and general orientation of the body. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <body language interpretation>
What’s the emotions of other people in the scene? Observe expressions and behavior of the other people, and consider how their emotions may influence the target person. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <summary of others' emotions and description of the overall mood or emotional tone of the scene>
What’s the facial action units for the person highlighted with mask for emotion recognition? List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <facial AU interpretation>
gpt-5-nano
This is a domestic living-room scene featuring a bride in a wedding gown and veil who appears to be in a heated or emotional moment, possibly reacting to wedding-related news or a dispute, with other people present in the background.
The body language indicates confusion and pleading with anxious tension — engaged, seeking understanding or justification, not aggressive.
The others’ emotions are mostly neutral or mildly detached (calm, contemplative, or preoccupied). Their lack of clear support or positive reaction heightens the bride’s distress, creating a tense, awkward mood in the scene.
AU4 (brow lowerer) indicating frustration/concern; AU25 (lips part) indicating surprise or emphasis with negative emotion. Overall interpretation: frustration, concern, or confusion.
What’s the emotion of the person inside the bounding box for emotion recognition? Consider the facial action units, body language, emotions of other people in the scene, and the overall context. Context: This is a domestic living-room scene featuring a bride in a wedding gown and veil who appears to be in a heated or emotional moment, possibly reacting to wedding-related news or a dispute, with other people present in the background. Body Language: The body language indicates confusion and pleading with anxious tension — engaged, seeking understanding or justification, not aggressive. Others’ Emotions: The others’ emotions are mostly neutral or mildly detached (calm, contemplative, or preoccupied). Their lack of clear support or positive reaction heightens the bride’s distress, creating a tense, awkward mood in the scene. Facial Action Units: AU4 (brow lowerer) indicating frustration/concern; AU25 (lips part) indicating surprise or emphasis with negative emotion. Overall interpretation: frustration, concern, or confusion. Provide a brief explanation before giving the final answer. Answer format: Explanation: <your explanation> Final Answer: <one of {Angry, Disgust, Fear, Happy, Sad, Surprise, Neutral}>
Surprise
The bride shows a furrowed brow (AU4) and lips parted (AU25) with tense, pleading body language in a heated moment. This indicates negative surprise or confusion rather than pure anger or fear, aligning best with a surprise response.
8,381.608992
1,330.459887
9,712.068878
dataset\Disgust\0250.png
disgust
What’s the context in the scene for the person highlighted with a bounding box for emotion recognition? Please describe the environment, location, and general situation happening in the image. Think step by step. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <context summary>
What’s the body language of the person highlighted with bounding box for emotion recognition? Analyze posture, gestures, head and hand positions, and general orientation of the body. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <body language interpretation>
What’s the emotions of other people in the scene? Observe expressions and behavior of the other people, and consider how their emotions may influence the target person. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <summary of others' emotions and description of the overall mood or emotional tone of the scene>
What’s the facial action units for the person highlighted with mask for emotion recognition? List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <facial AU interpretation>
gpt-5-nano
The scene takes place at an indoor social gathering or party in a stylish room. The highlighted person appears to be in the middle of a heated moment or argument, gesturing with his hand while others mingle in the background.
Frustrated/annoyed with an emphatic, point-making gesture (raised hand) signaling exasperation or a forceful attempt to be heard.
- Emotions of other people: The two people in the background appear neutral or mildly engaged (one facing away, the other with a calm/neutral expression). No strong emotions (like joy or anger) are evident in them. - Overall mood: The scene conveys an awkward, tense social moment, with the central figure showing distress or discomfort while others remain detached or subdued.
AU7 (Lid tightener) + AU25 (Lips part) and AU26 (Jaw drop) with possible AU4 (Brow lower). Emotion associated: distress/frustration or mild pain.
What’s the emotion of the person inside the bounding box for emotion recognition? Consider the facial action units, body language, emotions of other people in the scene, and the overall context. Context: The scene takes place at an indoor social gathering or party in a stylish room. The highlighted person appears to be in the middle of a heated moment or argument, gesturing with his hand while others mingle in the background. Body Language: Frustrated/annoyed with an emphatic, point-making gesture (raised hand) signaling exasperation or a forceful attempt to be heard. Others’ Emotions: - Emotions of other people: The two people in the background appear neutral or mildly engaged (one facing away, the other with a calm/neutral expression). No strong emotions (like joy or anger) are evident in them. - Overall mood: The scene conveys an awkward, tense social moment, with the central figure showing distress or discomfort while others remain detached or subdued. Facial Action Units: AU7 (Lid tightener) + AU25 (Lips part) and AU26 (Jaw drop) with possible AU4 (Brow lower). Emotion associated: distress/frustration or mild pain. Provide a brief explanation before giving the final answer. Answer format: Explanation: <your explanation> Final Answer: <one of {Angry, Disgust, Fear, Happy, Sad, Surprise, Neutral}>
Angry
The central figure is in a tense, argument-like moment with a raised hand and a tightened facial area (AU7), parted lips (AU25), possible jaw drop (AU26) and brow lowering (AU4). This combination aligns more with distress/frustration and assertive confrontation, which maps best to anger in the given categories. Background individuals show neutral expressions, not influencing the primary emotion.
8,381.608992
1,330.459887
9,712.068878
dataset\Disgust\0331.png
disgust
What’s the context in the scene for the person highlighted with a bounding box for emotion recognition? Please describe the environment, location, and general situation happening in the image. Think step by step. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <context summary>
What’s the body language of the person highlighted with bounding box for emotion recognition? Analyze posture, gestures, head and hand positions, and general orientation of the body. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <body language interpretation>
What’s the emotions of other people in the scene? Observe expressions and behavior of the other people, and consider how their emotions may influence the target person. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <summary of others' emotions and description of the overall mood or emotional tone of the scene>
What’s the facial action units for the person highlighted with mask for emotion recognition? List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <facial AU interpretation>
gpt-5-nano
The scene takes place in a cozy, cluttered kitchen/apartment set. A woman in a loose blue striped shirt stands at a countertop, talking on a phone, appearing engaged in a mid-conversation moment amid the bustling, lived-in background of cookware, shelves, and kitchen gear.
The body language suggests active engagement on a phone call with a forward-leaning, alert posture. Right hand to the ear, left hand resting/gesturing on the counter, head slightly tilted and mouth open mid-speech. The overall vibe is assertive, focused, and potentially tense or urgent.
No other people’s emotions are observable in the scene. The overall mood is casual and busy (a bit chaotic), with the target person focused on a phone call.
AU25 (Lips Part) and AU26 (Jaw Drop) indicating speaking/producing speech; overall emotional meaning is neutral to engaged (no strong positive or negative emotion detected).
What’s the emotion of the person inside the bounding box for emotion recognition? Consider the facial action units, body language, emotions of other people in the scene, and the overall context. Context: The scene takes place in a cozy, cluttered kitchen/apartment set. A woman in a loose blue striped shirt stands at a countertop, talking on a phone, appearing engaged in a mid-conversation moment amid the bustling, lived-in background of cookware, shelves, and kitchen gear. Body Language: The body language suggests active engagement on a phone call with a forward-leaning, alert posture. Right hand to the ear, left hand resting/gesturing on the counter, head slightly tilted and mouth open mid-speech. The overall vibe is assertive, focused, and potentially tense or urgent. Others’ Emotions: No other people’s emotions are observable in the scene. The overall mood is casual and busy (a bit chaotic), with the target person focused on a phone call. Facial Action Units: AU25 (Lips Part) and AU26 (Jaw Drop) indicating speaking/producing speech; overall emotional meaning is neutral to engaged (no strong positive or negative emotion detected). Provide a brief explanation before giving the final answer. Answer format: Explanation: <your explanation> Final Answer: <one of {Angry, Disgust, Fear, Happy, Sad, Surprise, Neutral}>
Neutral
The person is actively speaking on the phone with the mouth open (AU25/AU26), and a forward-leaning, engaged posture. There are no clear indicators of positive or negative valence (no strong smiles or frowns, no raised brows). The scene’s busyness supports a focused, in-the-moment engagement rather than a distinct emotion.
8,381.608992
1,330.459887
9,712.068878
dataset\Disgust\0485.png
disgust
What’s the context in the scene for the person highlighted with a bounding box for emotion recognition? Please describe the environment, location, and general situation happening in the image. Think step by step. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <context summary>
What’s the body language of the person highlighted with bounding box for emotion recognition? Analyze posture, gestures, head and hand positions, and general orientation of the body. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <body language interpretation>
What’s the emotions of other people in the scene? Observe expressions and behavior of the other people, and consider how their emotions may influence the target person. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <summary of others' emotions and description of the overall mood or emotional tone of the scene>
What’s the facial action units for the person highlighted with mask for emotion recognition? List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <facial AU interpretation>
gpt-5-nano
A woman stands in a small café/restaurant kitchen, near the stove and shelving of ingredients, talking on a cell phone with a concerned or tense expression, suggesting she’s handling a serious work-related issue during service.
The person appears tense and focused, likely feeling concerned or anxious while on a phone call; posture is upright with a slight forward lean, head lowered toward the phone, one hand at the ear, the other arm relaxed at the side.
No other people’s emotions are observable in the scene. The overall mood is tense and serious, with the visible person appearing worried or preoccupied during the phone call.
Visible facial muscle movements: AU4 (brow lowerer / brow furrow) and возможен AU7 (lid tightener / eye narrowing). Emotional meaning: concentration or mild concern. The mouth region cannot be assessed due to occlusion.
What’s the emotion of the person inside the bounding box for emotion recognition? Consider the facial action units, body language, emotions of other people in the scene, and the overall context. Context: A woman stands in a small café/restaurant kitchen, near the stove and shelving of ingredients, talking on a cell phone with a concerned or tense expression, suggesting she’s handling a serious work-related issue during service. Body Language: The person appears tense and focused, likely feeling concerned or anxious while on a phone call; posture is upright with a slight forward lean, head lowered toward the phone, one hand at the ear, the other arm relaxed at the side. Others’ Emotions: No other people’s emotions are observable in the scene. The overall mood is tense and serious, with the visible person appearing worried or preoccupied during the phone call. Facial Action Units: Visible facial muscle movements: AU4 (brow lowerer / brow furrow) and возможен AU7 (lid tightener / eye narrowing). Emotional meaning: concentration or mild concern. The mouth region cannot be assessed due to occlusion. Provide a brief explanation before giving the final answer. Answer format: Explanation: <your explanation> Final Answer: <one of {Angry, Disgust, Fear, Happy, Sad, Surprise, Neutral}>
Neutral
The visible cues (brow furrow AU4, possible eye narrowing AU7) point to concentration and mild concern rather than a clearly valenced emotion like anger or fear. The mouth is occluded, and there are no strong signs of a specific emotion; the context suggests a tense moment but not an explicit emotional expression. Therefore, the most fitting label among the options is Neutral, with mild concern.
8,381.608992
1,330.459887
9,712.068878
dataset\Disgust\0531.png
disgust
What’s the context in the scene for the person highlighted with a bounding box for emotion recognition? Please describe the environment, location, and general situation happening in the image. Think step by step. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <context summary>
What’s the body language of the person highlighted with bounding box for emotion recognition? Analyze posture, gestures, head and hand positions, and general orientation of the body. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <body language interpretation>
What’s the emotions of other people in the scene? Observe expressions and behavior of the other people, and consider how their emotions may influence the target person. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <summary of others' emotions and description of the overall mood or emotional tone of the scene>
What’s the facial action units for the person highlighted with mask for emotion recognition? List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <facial AU interpretation>
gpt-5-nano
The scene takes place in a casual indoor room (likely a classroom, study area, or studio set) with shelves behind. A casually dressed man is standing and reacting with surprise or concern to something off-screen, suggesting a moment of dialogue or buildup in the scene.
Engaged and communicating with mild emphasis or concern — actively explaining or reacting in the moment, not relaxed or defensive.
Others’ emotions are not clearly observable (appear neutral or unreadable). Overall mood is tense and uneasy, with the foreground person displaying frustration or confusion; the background presence doesn’t provide explicit emotional cues to significantly alter that tone.
AU 4 (Brow Lowerer) + AU 25 (Lips Part) + possible AU 26 (Jaw Drop); emotion: surprise/confusion or mild frustration
What’s the emotion of the person inside the bounding box for emotion recognition? Consider the facial action units, body language, emotions of other people in the scene, and the overall context. Context: The scene takes place in a casual indoor room (likely a classroom, study area, or studio set) with shelves behind. A casually dressed man is standing and reacting with surprise or concern to something off-screen, suggesting a moment of dialogue or buildup in the scene. Body Language: Engaged and communicating with mild emphasis or concern — actively explaining or reacting in the moment, not relaxed or defensive. Others’ Emotions: Others’ emotions are not clearly observable (appear neutral or unreadable). Overall mood is tense and uneasy, with the foreground person displaying frustration or confusion; the background presence doesn’t provide explicit emotional cues to significantly alter that tone. Facial Action Units: AU 4 (Brow Lowerer) + AU 25 (Lips Part) + possible AU 26 (Jaw Drop); emotion: surprise/confusion or mild frustration Provide a brief explanation before giving the final answer. Answer format: Explanation: <your explanation> Final Answer: <one of {Angry, Disgust, Fear, Happy, Sad, Surprise, Neutral}>
Surprise
The cues described—brow lowerer (AU-4) with lips parted (AU-25) and potential jaw drop (AU-26)—along with the context of a tense, reacting moment, point toward an abrupt, unexpected reaction. While AU-4 can signal concern or frustration, the combination with a dropped jaw and open mouth most strongly aligns with surprise rather than anger, fear, or sadness. Thus the strongest single emotion label is Surprise.
8,381.608992
1,330.459887
9,712.068878
dataset\Disgust\0673.png
disgust
What’s the context in the scene for the person highlighted with a bounding box for emotion recognition? Please describe the environment, location, and general situation happening in the image. Think step by step. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <context summary>
What’s the body language of the person highlighted with bounding box for emotion recognition? Analyze posture, gestures, head and hand positions, and general orientation of the body. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <body language interpretation>
What’s the emotions of other people in the scene? Observe expressions and behavior of the other people, and consider how their emotions may influence the target person. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <summary of others' emotions and description of the overall mood or emotional tone of the scene>
What’s the facial action units for the person highlighted with mask for emotion recognition? List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <facial AU interpretation>
gpt-5-nano
The scene is set in a modern indoor office/study area with a desk and papers, backed by a black bookshelf filled with books against a green wall. The person is seated at the desk, on a cell phone, and looks anxious or stressed, suggesting she’s having an urgent or important phone conversation in a work-like or professional context.
The person appears tense and focused, engaged in a serious phone conversation. Her forward-leaning posture and facial expression (furrowed brows, tight lips) convey concern or processing of important information.
No other people's emotions are observable. The overall mood of the scene reads as tense and anxious, driven by the person on the phone who seems concerned or stressed.
- Visible facial muscle movements (AUs): AU1/ AU2 (brow raise), AU4 (brow furrow), AU5 (upper lid raise), AU25 (lips part), AU15 (lip corners depressor). - Emotional meaning: observed concern or worry, with possible confusion or mild anxiety.
What’s the emotion of the person inside the bounding box for emotion recognition? Consider the facial action units, body language, emotions of other people in the scene, and the overall context. Context: The scene is set in a modern indoor office/study area with a desk and papers, backed by a black bookshelf filled with books against a green wall. The person is seated at the desk, on a cell phone, and looks anxious or stressed, suggesting she’s having an urgent or important phone conversation in a work-like or professional context. Body Language: The person appears tense and focused, engaged in a serious phone conversation. Her forward-leaning posture and facial expression (furrowed brows, tight lips) convey concern or processing of important information. Others’ Emotions: No other people's emotions are observable. The overall mood of the scene reads as tense and anxious, driven by the person on the phone who seems concerned or stressed. Facial Action Units: - Visible facial muscle movements (AUs): AU1/ AU2 (brow raise), AU4 (brow furrow), AU5 (upper lid raise), AU25 (lips part), AU15 (lip corners depressor). - Emotional meaning: observed concern or worry, with possible confusion or mild anxiety. Provide a brief explanation before giving the final answer. Answer format: Explanation: <your explanation> Final Answer: <one of {Angry, Disgust, Fear, Happy, Sad, Surprise, Neutral}>
Fear
The scene describes an anxious, stressed state during an urgent work call. The facial cues listed (brows raised and furrowed, upper lid raised, lips parted, and lip corners depressed) align with heightened arousal and concern. This combination most closely maps to fear (mild to moderate), rather than happiness or anger, given the context of urgency and worry.
8,381.608992
1,330.459887
9,712.068878
dataset\Disgust\0848.png
disgust
What’s the context in the scene for the person highlighted with a bounding box for emotion recognition? Please describe the environment, location, and general situation happening in the image. Think step by step. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <context summary>
What’s the body language of the person highlighted with bounding box for emotion recognition? Analyze posture, gestures, head and hand positions, and general orientation of the body. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <body language interpretation>
What’s the emotions of other people in the scene? Observe expressions and behavior of the other people, and consider how their emotions may influence the target person. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <summary of others' emotions and description of the overall mood or emotional tone of the scene>
What’s the facial action units for the person highlighted with mask for emotion recognition? List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <facial AU interpretation>
gpt-5-nano
The scene takes place in an indoor gym/fitness center during a workout session. The highlighted person is at the foreground, appearing to address the camera or speak during a workout, while others exercise in the background.
The body language shows intense focus and assertiveness, with a forward-leaning posture, direct gaze, a tense jaw, and a non-smiling, purpose-driven facial expression. Hands gripping the equipment suggest readiness or exertion.
Most of the other people appear focused and exerting themselves, with some neutral or casual interactions. The overall mood is energetic and strenuous. This environment could make the target feel motivated and driven, or possibly a bit self-conscious or stressed by the surrounding intensity.
Visible AUs likely active: AU4 (brow lowerer / corrugator activity), AU15 (lip corner depressor), AU24 (lip press / tight lips). Optional/less certain: AU7 (lid tightener) if eyes appear squinted. Emotional interpretation: the combination suggests anger or intense concentration/effort (frustration or determination).
What’s the emotion of the person inside the bounding box for emotion recognition? Consider the facial action units, body language, emotions of other people in the scene, and the overall context. Context: The scene takes place in an indoor gym/fitness center during a workout session. The highlighted person is at the foreground, appearing to address the camera or speak during a workout, while others exercise in the background. Body Language: The body language shows intense focus and assertiveness, with a forward-leaning posture, direct gaze, a tense jaw, and a non-smiling, purpose-driven facial expression. Hands gripping the equipment suggest readiness or exertion. Others’ Emotions: Most of the other people appear focused and exerting themselves, with some neutral or casual interactions. The overall mood is energetic and strenuous. This environment could make the target feel motivated and driven, or possibly a bit self-conscious or stressed by the surrounding intensity. Facial Action Units: Visible AUs likely active: AU4 (brow lowerer / corrugator activity), AU15 (lip corner depressor), AU24 (lip press / tight lips). Optional/less certain: AU7 (lid tightener) if eyes appear squinted. Emotional interpretation: the combination suggests anger or intense concentration/effort (frustration or determination). Provide a brief explanation before giving the final answer. Answer format: Explanation: <your explanation> Final Answer: <one of {Angry, Disgust, Fear, Happy, Sad, Surprise, Neutral}>
Angry
The foreground person shows a furrowed brow (AU4), depressed lip corners (AU15), and a tight-lipped mouth (AU24), with a tense jaw and direct, focused gaze. This combination, especially in a strenuous gym context with a forward-leaning posture, aligns with intense concentration or determination that resembles anger rather than happiness or neutrality. Given the options, Angry is the closest match.
8,381.608992
1,330.459887
9,712.068878
dataset\Disgust\0878.png
disgust
What’s the context in the scene for the person highlighted with a bounding box for emotion recognition? Please describe the environment, location, and general situation happening in the image. Think step by step. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <context summary>
What’s the body language of the person highlighted with bounding box for emotion recognition? Analyze posture, gestures, head and hand positions, and general orientation of the body. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <body language interpretation>
What’s the emotions of other people in the scene? Observe expressions and behavior of the other people, and consider how their emotions may influence the target person. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <summary of others' emotions and description of the overall mood or emotional tone of the scene>
What’s the facial action units for the person highlighted with mask for emotion recognition? List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <facial AU interpretation>
gpt-5-nano
In this scene, Samantha Jones is in an upscale restaurant or lounge, toasting with a red cocktail and engaging in a light, flirtatious social moment with someone off-screen.
The body language indicates confidence, ease, and a flirtatious, engagement-friendly vibe. She appears self-assured and entertained, with relaxed shoulders, a slight head tilt, a sideways gaze, and a casual holding of the drink signaling sociability.
The others in the scene are generally content and engaged, with a sociable, calm mood. The overall emotional tone is warm and convivial, which may make the target feel confident, amused, or at ease in this setting.
AU6 (cheek raiser) + AU12 (lip corner pull) + AU1/2 (brow raiser). Emotion: mild amusement/pleasant confidence or curious flirtatiousness (a soft, genuine-looking smile).
What’s the emotion of the person inside the bounding box for emotion recognition? Consider the facial action units, body language, emotions of other people in the scene, and the overall context. Context: In this scene, Samantha Jones is in an upscale restaurant or lounge, toasting with a red cocktail and engaging in a light, flirtatious social moment with someone off-screen. Body Language: The body language indicates confidence, ease, and a flirtatious, engagement-friendly vibe. She appears self-assured and entertained, with relaxed shoulders, a slight head tilt, a sideways gaze, and a casual holding of the drink signaling sociability. Others’ Emotions: The others in the scene are generally content and engaged, with a sociable, calm mood. The overall emotional tone is warm and convivial, which may make the target feel confident, amused, or at ease in this setting. Facial Action Units: AU6 (cheek raiser) + AU12 (lip corner pull) + AU1/2 (brow raiser). Emotion: mild amusement/pleasant confidence or curious flirtatiousness (a soft, genuine-looking smile). Provide a brief explanation before giving the final answer. Answer format: Explanation: <your explanation> Final Answer: <one of {Angry, Disgust, Fear, Happy, Sad, Surprise, Neutral}>
Happy
The facial action units indicate a genuine smile (AU6 cheek raiser, AU12 lip corner pull) with a slight brow lift (AU1/2), suggesting mild amusement and pleasant confidence. The relaxed, sociable body language and the context of a toast in a warm, convivial setting reinforce a positive, flirtatious-but-friendly mood.
8,381.608992
1,330.459887
9,712.068878
dataset\Disgust\0944.png
disgust
What’s the context in the scene for the person highlighted with a bounding box for emotion recognition? Please describe the environment, location, and general situation happening in the image. Think step by step. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <context summary>
What’s the body language of the person highlighted with bounding box for emotion recognition? Analyze posture, gestures, head and hand positions, and general orientation of the body. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <body language interpretation>
What’s the emotions of other people in the scene? Observe expressions and behavior of the other people, and consider how their emotions may influence the target person. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <summary of others' emotions and description of the overall mood or emotional tone of the scene>
What’s the facial action units for the person highlighted with mask for emotion recognition? List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <facial AU interpretation>
gpt-5-nano
A casual diner/restaurant environment where the woman is sitting in a booth across from another person, holding a drink, and appears to be having a tense or serious conversation as others dine in the background.
The body language indicates she is tense and focused—engaged in the interaction with a forward-leaning posture, directed gaze, and a firm grip on her drink, suggesting seriousness or concern in the moment.
The others in the scene mostly display neutral or mildly concerned emotions, which contributes to a tense and uneasy atmosphere around the central interaction.
- AU4 (brow lowerer): frowning; indicates concern or concentration - AU24 (lip press): lip pressing/tight lips; indicates tension or displeasure Overall emotion: concerned, focused, or mildly irritated/scowling.
What’s the emotion of the person inside the bounding box for emotion recognition? Consider the facial action units, body language, emotions of other people in the scene, and the overall context. Context: A casual diner/restaurant environment where the woman is sitting in a booth across from another person, holding a drink, and appears to be having a tense or serious conversation as others dine in the background. Body Language: The body language indicates she is tense and focused—engaged in the interaction with a forward-leaning posture, directed gaze, and a firm grip on her drink, suggesting seriousness or concern in the moment. Others’ Emotions: The others in the scene mostly display neutral or mildly concerned emotions, which contributes to a tense and uneasy atmosphere around the central interaction. Facial Action Units: - AU4 (brow lowerer): frowning; indicates concern or concentration - AU24 (lip press): lip pressing/tight lips; indicates tension or displeasure Overall emotion: concerned, focused, or mildly irritated/scowling. Provide a brief explanation before giving the final answer. Answer format: Explanation: <your explanation> Final Answer: <one of {Angry, Disgust, Fear, Happy, Sad, Surprise, Neutral}>
Angry
The combination of AU4 (brow lowerer) and AU24 (lip press) suggests frowning and tension. Coupled with a forward-leaning posture, direct gaze, and a firm grip on the drink in a tense, serious conversation, these cues align with negative arousal and irritation. Among the provided emotion categories, this most closely maps to anger rather than neutral or sadness.
8,381.608992
1,330.459887
9,712.068878
dataset\Disgust\1102.png
disgust
What’s the context in the scene for the person highlighted with a bounding box for emotion recognition? Please describe the environment, location, and general situation happening in the image. Think step by step. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <context summary>
What’s the body language of the person highlighted with bounding box for emotion recognition? Analyze posture, gestures, head and hand positions, and general orientation of the body. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <body language interpretation>
What’s the emotions of other people in the scene? Observe expressions and behavior of the other people, and consider how their emotions may influence the target person. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <summary of others' emotions and description of the overall mood or emotional tone of the scene>
What’s the facial action units for the person highlighted with mask for emotion recognition? List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <facial AU interpretation>
gpt-5-nano
A tense domestic scene in a living room where a woman wearing a white hoodie sits on a couch, holding a bowl and spoon, and glances angrily at someone off-screen, suggesting an argument or heated exchange happening during a casual moment at home.
The body language suggests she is skeptical or slightly irritated—engaged in the conversation with a tense facial expression and forward-leaning posture, while her hands holding the bowl/spoon indicate she’s momentarily distracted from gesture-based communication.
Other people’s emotions: Not observable or clearly readable for the visible other person; they appear neutral or unreadable. Overall mood: Tense and uneasy, with the target person displaying frustration or defensiveness, suggesting a strained domestic moment or argument.
AU4 (brow lowerer) + AU7 (lid tightener) + AU25 (lips parts) — indicating a skeptical or annoyed emotional meaning.
What’s the emotion of the person inside the bounding box for emotion recognition? Consider the facial action units, body language, emotions of other people in the scene, and the overall context. Context: A tense domestic scene in a living room where a woman wearing a white hoodie sits on a couch, holding a bowl and spoon, and glances angrily at someone off-screen, suggesting an argument or heated exchange happening during a casual moment at home. Body Language: The body language suggests she is skeptical or slightly irritated—engaged in the conversation with a tense facial expression and forward-leaning posture, while her hands holding the bowl/spoon indicate she’s momentarily distracted from gesture-based communication. Others’ Emotions: Other people’s emotions: Not observable or clearly readable for the visible other person; they appear neutral or unreadable. Overall mood: Tense and uneasy, with the target person displaying frustration or defensiveness, suggesting a strained domestic moment or argument. Facial Action Units: AU4 (brow lowerer) + AU7 (lid tightener) + AU25 (lips parts) — indicating a skeptical or annoyed emotional meaning. Provide a brief explanation before giving the final answer. Answer format: Explanation: <your explanation> Final Answer: <one of {Angry, Disgust, Fear, Happy, Sad, Surprise, Neutral}>
Angry
The combination of brow lowering (AU4) and lid tightening (AU7) signals a tense, displeased expression, while lips parting (AU25) can indicate readiness to speak or defend oneself. Coupled with forward-leaning posture and a glare toward someone off-screen in a tense domestic setting, these cues point to anger or strong irritation rather than other emotions.
8,381.608992
1,330.459887
9,712.068878
dataset\Disgust\1265.png
disgust
What’s the context in the scene for the person highlighted with a bounding box for emotion recognition? Please describe the environment, location, and general situation happening in the image. Think step by step. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <context summary>
What’s the body language of the person highlighted with bounding box for emotion recognition? Analyze posture, gestures, head and hand positions, and general orientation of the body. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <body language interpretation>
What’s the emotions of other people in the scene? Observe expressions and behavior of the other people, and consider how their emotions may influence the target person. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <summary of others' emotions and description of the overall mood or emotional tone of the scene>
What’s the facial action units for the person highlighted with mask for emotion recognition? List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <facial AU interpretation>
gpt-5-nano
A tense, emotional moment in a home—the woman stands in a doorway/foyer with a large flower arrangement behind her, looking worried as someone else is partially visible off to the side, suggesting a confrontation or significant conversation is taking place.
The person appears neutral to mildly uncertain or contemplative, showing attentive, non-defensive body language with a slight head tilt and a neutral facial expression.
Others' emotions: Not observable/undetermined for the other person. Overall mood: quiet, tense, and uneasy; the target appears anxious or contemplative.
AU1 + AU2 (brow raise) + AU5 (eye openness) + AU25 (lips parted); emotion interpreted as neutral to mildly uncertain/attentive.
What’s the emotion of the person inside the bounding box for emotion recognition? Consider the facial action units, body language, emotions of other people in the scene, and the overall context. Context: A tense, emotional moment in a home—the woman stands in a doorway/foyer with a large flower arrangement behind her, looking worried as someone else is partially visible off to the side, suggesting a confrontation or significant conversation is taking place. Body Language: The person appears neutral to mildly uncertain or contemplative, showing attentive, non-defensive body language with a slight head tilt and a neutral facial expression. Others’ Emotions: Others' emotions: Not observable/undetermined for the other person. Overall mood: quiet, tense, and uneasy; the target appears anxious or contemplative. Facial Action Units: AU1 + AU2 (brow raise) + AU5 (eye openness) + AU25 (lips parted); emotion interpreted as neutral to mildly uncertain/attentive. Provide a brief explanation before giving the final answer. Answer format: Explanation: <your explanation> Final Answer: <one of {Angry, Disgust, Fear, Happy, Sad, Surprise, Neutral}>
Neutral
The facial cues (AU1+AU2 brow raise, AU5 eye openness, AU25 lips parted) suggest mild alertness or contemplation rather than a strong emotion. The body language is neutral to slightly attentive, and although the scene feels tense, there’s no clear anger, fear, sadness, or happiness expressed. Thus, the most fitting label is Neutral.
8,381.608992
1,330.459887
9,712.068878
dataset\Disgust\1673.png
disgust
What’s the context in the scene for the person highlighted with a bounding box for emotion recognition? Please describe the environment, location, and general situation happening in the image. Think step by step. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <context summary>
What’s the body language of the person highlighted with bounding box for emotion recognition? Analyze posture, gestures, head and hand positions, and general orientation of the body. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <body language interpretation>
What’s the emotions of other people in the scene? Observe expressions and behavior of the other people, and consider how their emotions may influence the target person. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <summary of others' emotions and description of the overall mood or emotional tone of the scene>
What’s the facial action units for the person highlighted with mask for emotion recognition? List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <facial AU interpretation>
gpt-5-nano
A quiet, interior scene in a small convenience-style shop or kiosk, with the man standing near a counter among shelves of boxed products and gum/candy signage. He looks contemplative or distressed, suggesting a tense or emotional moment in a retail environment.
Pensive and concerned. The posture (slightly forward-leaning, rounded shoulders), combined with a furrowed brow and tight mouth, suggests tension, worry, or deep concentration rather than happiness or anger.
No other people are visible in the scene. The overall mood is somber and introspective, with the main person showing a worried, contemplative expression.
AU4 (brow lower) + AU15 (lip corner depressor), possibly AU7 (lid tightener); perceived emotion: sadness/concern.
What’s the emotion of the person inside the bounding box for emotion recognition? Consider the facial action units, body language, emotions of other people in the scene, and the overall context. Context: A quiet, interior scene in a small convenience-style shop or kiosk, with the man standing near a counter among shelves of boxed products and gum/candy signage. He looks contemplative or distressed, suggesting a tense or emotional moment in a retail environment. Body Language: Pensive and concerned. The posture (slightly forward-leaning, rounded shoulders), combined with a furrowed brow and tight mouth, suggests tension, worry, or deep concentration rather than happiness or anger. Others’ Emotions: No other people are visible in the scene. The overall mood is somber and introspective, with the main person showing a worried, contemplative expression. Facial Action Units: AU4 (brow lower) + AU15 (lip corner depressor), possibly AU7 (lid tightener); perceived emotion: sadness/concern. Provide a brief explanation before giving the final answer. Answer format: Explanation: <your explanation> Final Answer: <one of {Angry, Disgust, Fear, Happy, Sad, Surprise, Neutral}>
Sad
The subject shows a furrowed brow (AU4) and downturned mouth (AU15), with a tense, forward-leaning posture and a somber facial expression. In the given context (quiet, introspective moment) these cues align more with sadness/concern rather than anger, happiness, or fear. Among the basic emotions, the closest fit is Sad.
8,381.608992
1,330.459887
9,712.068878
dataset\Disgust\1929.png
disgust
What’s the context in the scene for the person highlighted with a bounding box for emotion recognition? Please describe the environment, location, and general situation happening in the image. Think step by step. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <context summary>
What’s the body language of the person highlighted with bounding box for emotion recognition? Analyze posture, gestures, head and hand positions, and general orientation of the body. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <body language interpretation>
What’s the emotions of other people in the scene? Observe expressions and behavior of the other people, and consider how their emotions may influence the target person. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <summary of others' emotions and description of the overall mood or emotional tone of the scene>
What’s the facial action units for the person highlighted with mask for emotion recognition? List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <facial AU interpretation>
gpt-5-nano
Context summary: A couple stands in a warmly lit, formal interior—likely a foyer or living area—at an upscale social event such as a party or reception. Other guests mingle in the background, and the foreground individuals seem to be moving through the space rather than engaging in a specific activity.
Her body language suggests unease or cautious attention—she seems self-conscious or on edge in the social context, with a guarded, not fully relaxed posture.
The others display a mix of emotions: one person is tense or anxious, another is stern/stoic, and a background participant appears relaxed or friendly. The overall mood is formal and subtly tense, with potential social scrutiny affecting the central person.
- AU4: Brow lowerer (corrugator) — frowning / concentration or mild concern - AU25: Lip part (lip opening) or AU26: Jaw drop — mild surprise or thinking - AU5: Upper lid raise — attention or alertness (if the eyes appear more open) Emotion interpretation: neutral to mildly concerned or attentive.
What’s the emotion of the person inside the bounding box for emotion recognition? Consider the facial action units, body language, emotions of other people in the scene, and the overall context. Context: Context summary: A couple stands in a warmly lit, formal interior—likely a foyer or living area—at an upscale social event such as a party or reception. Other guests mingle in the background, and the foreground individuals seem to be moving through the space rather than engaging in a specific activity. Body Language: Her body language suggests unease or cautious attention—she seems self-conscious or on edge in the social context, with a guarded, not fully relaxed posture. Others’ Emotions: The others display a mix of emotions: one person is tense or anxious, another is stern/stoic, and a background participant appears relaxed or friendly. The overall mood is formal and subtly tense, with potential social scrutiny affecting the central person. Facial Action Units: - AU4: Brow lowerer (corrugator) — frowning / concentration or mild concern - AU25: Lip part (lip opening) or AU26: Jaw drop — mild surprise or thinking - AU5: Upper lid raise — attention or alertness (if the eyes appear more open) Emotion interpretation: neutral to mildly concerned or attentive. Provide a brief explanation before giving the final answer. Answer format: Explanation: <your explanation> Final Answer: <one of {Angry, Disgust, Fear, Happy, Sad, Surprise, Neutral}>
Neutral
The cues (Brow lowering, slight lip opening or jaw movement, and raised eyelids indicating attention) plus a guarded posture in a subtly tense social setting suggest mild concern or attentiveness rather than a clear positive or negative emotion. There’s no strong anger, fear, sadness, or surprise evident; overall, the expression aligns with neutral with a hint of concern.
8,381.608992
1,330.459887
9,712.068878
dataset\Disgust\2037.png
disgust
What’s the context in the scene for the person highlighted with a bounding box for emotion recognition? Please describe the environment, location, and general situation happening in the image. Think step by step. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <context summary>
What’s the body language of the person highlighted with bounding box for emotion recognition? Analyze posture, gestures, head and hand positions, and general orientation of the body. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <body language interpretation>
What’s the emotions of other people in the scene? Observe expressions and behavior of the other people, and consider how their emotions may influence the target person. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <summary of others' emotions and description of the overall mood or emotional tone of the scene>
What’s the facial action units for the person highlighted with mask for emotion recognition? List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <facial AU interpretation>
gpt-5-nano
A shopper in a modern fashion boutique, standing near a display of handbags and shoes. She looks tense or uneasy, suggesting she is reacting to someone or something off-camera during a conversation or tense moment in the store.
Skeptical or mildly uncomfortable, evaluative and guarded body language.
No other people are visible, so their emotions cannot be assessed. The overall mood of the scene appears tense/uneasy, with the target displaying concern or discomfort.
AU4 (brow lowerer) + AU7 (lid tightener) + AU15 (lip corner depressor) — interpreted as mild displeasure/concern or skepticism.
What’s the emotion of the person inside the bounding box for emotion recognition? Consider the facial action units, body language, emotions of other people in the scene, and the overall context. Context: A shopper in a modern fashion boutique, standing near a display of handbags and shoes. She looks tense or uneasy, suggesting she is reacting to someone or something off-camera during a conversation or tense moment in the store. Body Language: Skeptical or mildly uncomfortable, evaluative and guarded body language. Others’ Emotions: No other people are visible, so their emotions cannot be assessed. The overall mood of the scene appears tense/uneasy, with the target displaying concern or discomfort. Facial Action Units: AU4 (brow lowerer) + AU7 (lid tightener) + AU15 (lip corner depressor) — interpreted as mild displeasure/concern or skepticism. Provide a brief explanation before giving the final answer. Answer format: Explanation: <your explanation> Final Answer: <one of {Angry, Disgust, Fear, Happy, Sad, Surprise, Neutral}>
Angry
The facial action units describe a furrowed brow (AU4), tightened eyelids (AU7), and downward mouth corners (AU15), which together signal negative affect such as displeasure, concern, or guardedness. In a tense, off-camera interaction, this pattern aligns more with an angry/frustrated response than with happiness, fear, or neutral.
8,381.608992
1,330.459887
9,712.068878
dataset\Disgust\2043.png
disgust
What’s the context in the scene for the person highlighted with a bounding box for emotion recognition? Please describe the environment, location, and general situation happening in the image. Think step by step. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <context summary>
What’s the body language of the person highlighted with bounding box for emotion recognition? Analyze posture, gestures, head and hand positions, and general orientation of the body. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <body language interpretation>
What’s the emotions of other people in the scene? Observe expressions and behavior of the other people, and consider how their emotions may influence the target person. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <summary of others' emotions and description of the overall mood or emotional tone of the scene>
What’s the facial action units for the person highlighted with mask for emotion recognition? List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <facial AU interpretation>
gpt-5-nano
Context: A quiet scene inside a fashion boutique or showroom. The highlighted person, a man in a dark suit with glasses, stands or sits near a counter with handbags on display in the background. He appears tense or skeptical, suggesting a moment of contemplation or a tense interaction in a retail environment rather than active action.
The body language indicates a skeptical or tense, evaluative mindset. He appears focused and possibly annoyed or distrustful, with a closed, guarded posture and a downward, sideward gaze.
No other people visible. Overall mood is tense and restrained; the target person seems irritated or contemplative, contributing to a guarded or wary atmosphere.
- AU4 (Brow lowerer) – frown/displeasure or concentration - AU7 (Lid tightener) – eye narrowing/squint, tension - AU24 (Lip presser) – lips pressed together (neutral to negative emotion) Overall interpretation: mild displeasure, skepticism, or focused concentration.
What’s the emotion of the person inside the bounding box for emotion recognition? Consider the facial action units, body language, emotions of other people in the scene, and the overall context. Context: Context: A quiet scene inside a fashion boutique or showroom. The highlighted person, a man in a dark suit with glasses, stands or sits near a counter with handbags on display in the background. He appears tense or skeptical, suggesting a moment of contemplation or a tense interaction in a retail environment rather than active action. Body Language: The body language indicates a skeptical or tense, evaluative mindset. He appears focused and possibly annoyed or distrustful, with a closed, guarded posture and a downward, sideward gaze. Others’ Emotions: No other people visible. Overall mood is tense and restrained; the target person seems irritated or contemplative, contributing to a guarded or wary atmosphere. Facial Action Units: - AU4 (Brow lowerer) – frown/displeasure or concentration - AU7 (Lid tightener) – eye narrowing/squint, tension - AU24 (Lip presser) – lips pressed together (neutral to negative emotion) Overall interpretation: mild displeasure, skepticism, or focused concentration. Provide a brief explanation before giving the final answer. Answer format: Explanation: <your explanation> Final Answer: <one of {Angry, Disgust, Fear, Happy, Sad, Surprise, Neutral}>
Angry
The described cues—AU4 (brow lowering indicating frown or concentration), AU7 (lid tightener signaling tension), AU24 (lip press suggesting neutral-to-negative emotion), plus a tense, evaluative posture and downward/sideward gaze—point to a guarded, displeased or skeptical state. In the given discrete emotion set, this aligns best with an angry/irritated impression rather than fear, happiness, or neutral.
8,381.608992
1,330.459887
9,712.068878
dataset\Disgust\2044.png
disgust
What’s the context in the scene for the person highlighted with a bounding box for emotion recognition? Please describe the environment, location, and general situation happening in the image. Think step by step. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <context summary>
What’s the body language of the person highlighted with bounding box for emotion recognition? Analyze posture, gestures, head and hand positions, and general orientation of the body. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <body language interpretation>
What’s the emotions of other people in the scene? Observe expressions and behavior of the other people, and consider how their emotions may influence the target person. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <summary of others' emotions and description of the overall mood or emotional tone of the scene>
What’s the facial action units for the person highlighted with mask for emotion recognition? List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <facial AU interpretation>
gpt-5-nano
In this scene, the person is in a fashion boutique or showroom setting, seated near display shelves of handbags and a counter. He is formally dressed and appears focused or pensive, suggesting he is waiting for service, considering a purchase, or listening to someone off-camera in a retail, business-like moment.
The person appears to be in a thoughtful, evaluative mood with mild skepticism or concern. He is leaning forward, head tilted downward, with a focused gaze and a tense or neutral mouth, suggesting concentration on something in front of him.
No other people are visible; therefore, no observed emotions of others. The scene feels quiet and tense, dominated by the target’s serious, contemplative demeanor.
AU4 (brow lowerer) + AU15 (lip corner depressor) + AU24 (lip presser); possible AU7 (lid tightener). Emotional meaning: concentration or mild negative affect (disapproval/frustration).
What’s the emotion of the person inside the bounding box for emotion recognition? Consider the facial action units, body language, emotions of other people in the scene, and the overall context. Context: In this scene, the person is in a fashion boutique or showroom setting, seated near display shelves of handbags and a counter. He is formally dressed and appears focused or pensive, suggesting he is waiting for service, considering a purchase, or listening to someone off-camera in a retail, business-like moment. Body Language: The person appears to be in a thoughtful, evaluative mood with mild skepticism or concern. He is leaning forward, head tilted downward, with a focused gaze and a tense or neutral mouth, suggesting concentration on something in front of him. Others’ Emotions: No other people are visible; therefore, no observed emotions of others. The scene feels quiet and tense, dominated by the target’s serious, contemplative demeanor. Facial Action Units: AU4 (brow lowerer) + AU15 (lip corner depressor) + AU24 (lip presser); possible AU7 (lid tightener). Emotional meaning: concentration or mild negative affect (disapproval/frustration). Provide a brief explanation before giving the final answer. Answer format: Explanation: <your explanation> Final Answer: <one of {Angry, Disgust, Fear, Happy, Sad, Surprise, Neutral}>
Neutral
The described facial actions (brow lowerer, lip corner depressor, lip presser, possible lid tightener) point to concentration with mild negative affect, rather than a strong, distinct emotion. In the given context (focused, evaluative, no overt expressive cues), the overall signal aligns best with a neutral, contemplative state rather than a clear basic emotion.
8,381.608992
1,330.459887
9,712.068878
dataset\Disgust\2179.png
disgust
What’s the context in the scene for the person highlighted with a bounding box for emotion recognition? Please describe the environment, location, and general situation happening in the image. Think step by step. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <context summary>
What’s the body language of the person highlighted with bounding box for emotion recognition? Analyze posture, gestures, head and hand positions, and general orientation of the body. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <body language interpretation>
What’s the emotions of other people in the scene? Observe expressions and behavior of the other people, and consider how their emotions may influence the target person. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <summary of others' emotions and description of the overall mood or emotional tone of the scene>
What’s the facial action units for the person highlighted with mask for emotion recognition? List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <facial AU interpretation>
gpt-5-nano
The scene shows a casual indoor dining moment: a blonde woman is seated at a table, about to eat a bite of greens from a bowl in front of her, with a warm, homey dining room environment. A person in blue attire is visible in the background, indicating others nearby. Overall, it’s a mealtime situation with the focus on her eating and likely reacting to the taste.
Enjoyment/anticipation while eating; open, forward-leaning posture with hands guiding food to the mouth, suggesting positive engagement and savoring of the moment.
The others in the scene seem neutral or mildly curious, with no strong emotions on display. The overall mood is casual and relaxed, with a hint of playful or humorous energy coming from the foreground action.
AU25 (Lips Part) and AU26 (Jaw Drop); Emotion: neutral to mildly engaged (anticipation/enjoyment while eating).
What’s the emotion of the person inside the bounding box for emotion recognition? Consider the facial action units, body language, emotions of other people in the scene, and the overall context. Context: The scene shows a casual indoor dining moment: a blonde woman is seated at a table, about to eat a bite of greens from a bowl in front of her, with a warm, homey dining room environment. A person in blue attire is visible in the background, indicating others nearby. Overall, it’s a mealtime situation with the focus on her eating and likely reacting to the taste. Body Language: Enjoyment/anticipation while eating; open, forward-leaning posture with hands guiding food to the mouth, suggesting positive engagement and savoring of the moment. Others’ Emotions: The others in the scene seem neutral or mildly curious, with no strong emotions on display. The overall mood is casual and relaxed, with a hint of playful or humorous energy coming from the foreground action. Facial Action Units: AU25 (Lips Part) and AU26 (Jaw Drop); Emotion: neutral to mildly engaged (anticipation/enjoyment while eating). Provide a brief explanation before giving the final answer. Answer format: Explanation: <your explanation> Final Answer: <one of {Angry, Disgust, Fear, Happy, Sad, Surprise, Neutral}>
Neutral
The person is about to take a bite, with lips parted (AU25) and jaw lowered (AU26). There is no clear smile or negative expression; the scene suggests mild anticipation or engagement while eating, not a strong positive or negative emotion. Given the context and facial cues, the emotion aligns with a neutral state with slight engagement.
8,381.608992
1,330.459887
9,712.068878
dataset\Disgust\2184.png
disgust
What’s the context in the scene for the person highlighted with a bounding box for emotion recognition? Please describe the environment, location, and general situation happening in the image. Think step by step. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <context summary>
What’s the body language of the person highlighted with bounding box for emotion recognition? Analyze posture, gestures, head and hand positions, and general orientation of the body. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <body language interpretation>
What’s the emotions of other people in the scene? Observe expressions and behavior of the other people, and consider how their emotions may influence the target person. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <summary of others' emotions and description of the overall mood or emotional tone of the scene>
What’s the facial action units for the person highlighted with mask for emotion recognition? List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <facial AU interpretation>
gpt-5-nano
The scene is set in a light-colored, private room that resembles a bedroom or hotel suite. The walls are pale, with decorative plates and a framed picture visible, and there’s simple furniture in the background. A woman in pink lingerie/nightwear stands facing another person whose back is toward the camera; the other person is holding a large yellow-and-black object toward her. The woman looks distressed and is gesturing with her hands, suggesting a tense confrontation or argument. Overall, it appears to be a private, emotionally charged moment between two people in a domestic space.
The body language is frustrated/angry yet pleading—tense and engaged, with open palms signaling a request for explanation or reassurance.
The person whose face is visible appears angry and tense; the other person’s emotion cannot be read from behind, but they are offering a bottle, which could imply an attempt to diffuse or provoke the situation. Overall mood: tense and confrontational, with an uneasy, charged emotional tone.
AU4 (Brow Lowerer), AU7 (Lid Tightener), AU15 (Lip Corner Depressor) — Emotion: Anger/Frustration/Confrontation.
What’s the emotion of the person inside the bounding box for emotion recognition? Consider the facial action units, body language, emotions of other people in the scene, and the overall context. Context: The scene is set in a light-colored, private room that resembles a bedroom or hotel suite. The walls are pale, with decorative plates and a framed picture visible, and there’s simple furniture in the background. A woman in pink lingerie/nightwear stands facing another person whose back is toward the camera; the other person is holding a large yellow-and-black object toward her. The woman looks distressed and is gesturing with her hands, suggesting a tense confrontation or argument. Overall, it appears to be a private, emotionally charged moment between two people in a domestic space. Body Language: The body language is frustrated/angry yet pleading—tense and engaged, with open palms signaling a request for explanation or reassurance. Others’ Emotions: The person whose face is visible appears angry and tense; the other person’s emotion cannot be read from behind, but they are offering a bottle, which could imply an attempt to diffuse or provoke the situation. Overall mood: tense and confrontational, with an uneasy, charged emotional tone. Facial Action Units: AU4 (Brow Lowerer), AU7 (Lid Tightener), AU15 (Lip Corner Depressor) — Emotion: Anger/Frustration/Confrontation. Provide a brief explanation before giving the final answer. Answer format: Explanation: <your explanation> Final Answer: <one of {Angry, Disgust, Fear, Happy, Sad, Surprise, Neutral}>
Angry
The visible person shows brow lowering (AU4), lid tightening (AU7), and lip corner depression (AU15), along with tense, open-handed gesturing in a private, charged confrontation. These cues align with anger/frustration rather than happiness or fear.
8,381.608992
1,330.459887
9,712.068878
dataset\Disgust\2245.png
disgust
What’s the context in the scene for the person highlighted with a bounding box for emotion recognition? Please describe the environment, location, and general situation happening in the image. Think step by step. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <context summary>
What’s the body language of the person highlighted with bounding box for emotion recognition? Analyze posture, gestures, head and hand positions, and general orientation of the body. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <body language interpretation>
What’s the emotions of other people in the scene? Observe expressions and behavior of the other people, and consider how their emotions may influence the target person. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <summary of others' emotions and description of the overall mood or emotional tone of the scene>
What’s the facial action units for the person highlighted with mask for emotion recognition? List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <facial AU interpretation>
gpt-5-nano
The scene is set inside a home, in a hallway/entry area with neutral walls and wall art. The highlighted woman is in a serious, engaged conversation with another person (partially seen in the foreground), likely delivering or reacting to important or tense information.
The person appears engaged and confident: open, upright posture with the body oriented toward the conversation partner, head turned toward them, eyes focused, and lips in a mid-speech pose. This suggests attentive, assertive communication rather than hesitation or withdrawal.
Other people’s emotions aren’t observable in this image due to limited visual cues (face not visible). The overall mood of the scene feels tense and formal, with the target person appearing serious and engaged in a weighty interaction.
AU6 (cheek raiser) + AU12 (lip corner puller) + AU25 (lip part) — interpreted as a mild, friendly/engaged expression, likely while speaking.
What’s the emotion of the person inside the bounding box for emotion recognition? Consider the facial action units, body language, emotions of other people in the scene, and the overall context. Context: The scene is set inside a home, in a hallway/entry area with neutral walls and wall art. The highlighted woman is in a serious, engaged conversation with another person (partially seen in the foreground), likely delivering or reacting to important or tense information. Body Language: The person appears engaged and confident: open, upright posture with the body oriented toward the conversation partner, head turned toward them, eyes focused, and lips in a mid-speech pose. This suggests attentive, assertive communication rather than hesitation or withdrawal. Others’ Emotions: Other people’s emotions aren’t observable in this image due to limited visual cues (face not visible). The overall mood of the scene feels tense and formal, with the target person appearing serious and engaged in a weighty interaction. Facial Action Units: AU6 (cheek raiser) + AU12 (lip corner puller) + AU25 (lip part) — interpreted as a mild, friendly/engaged expression, likely while speaking. Provide a brief explanation before giving the final answer. Answer format: Explanation: <your explanation> Final Answer: <one of {Angry, Disgust, Fear, Happy, Sad, Surprise, Neutral}>
Neutral
The described cues show engagement and confidence in a tense, formal conversation, with only mild mouth/cheek activity consistent with speaking rather than a clear positive or negative emotion. There’s no strong anger, fear, or sadness, and the overall mood reads as focused neutral communication with a slight engagement hint.
8,381.608992
1,330.459887
9,712.068878
dataset\Disgust\2999.png
disgust
What’s the context in the scene for the person highlighted with a bounding box for emotion recognition? Please describe the environment, location, and general situation happening in the image. Think step by step. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <context summary>
What’s the body language of the person highlighted with bounding box for emotion recognition? Analyze posture, gestures, head and hand positions, and general orientation of the body. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <body language interpretation>
What’s the emotions of other people in the scene? Observe expressions and behavior of the other people, and consider how their emotions may influence the target person. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <summary of others' emotions and description of the overall mood or emotional tone of the scene>
What’s the facial action units for the person highlighted with mask for emotion recognition? List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <facial AU interpretation>
gpt-5-nano
A patient/visitor in a hospital or clinic setting, sitting near a medical area while appearing thoughtful or anxious, with medical staff or other people in the background.
The body language suggests introspection or mild concern—a reserved, contemplative mood rather than openness or excitement.
Others' emotions are neutral to mildly concerned; the overall mood is quiet, serious, and tense. The target person likely reads this calm but somber atmosphere as weighty or evaluative, which may influence her to appear more guarded or focused.
AU4 (brow lowerer) + AU15 (lip corner depressor); emotional meaning: sadness/concern (subdued, contemplative).
What’s the emotion of the person inside the bounding box for emotion recognition? Consider the facial action units, body language, emotions of other people in the scene, and the overall context. Context: A patient/visitor in a hospital or clinic setting, sitting near a medical area while appearing thoughtful or anxious, with medical staff or other people in the background. Body Language: The body language suggests introspection or mild concern—a reserved, contemplative mood rather than openness or excitement. Others’ Emotions: Others' emotions are neutral to mildly concerned; the overall mood is quiet, serious, and tense. The target person likely reads this calm but somber atmosphere as weighty or evaluative, which may influence her to appear more guarded or focused. Facial Action Units: AU4 (brow lowerer) + AU15 (lip corner depressor); emotional meaning: sadness/concern (subdued, contemplative). Provide a brief explanation before giving the final answer. Answer format: Explanation: <your explanation> Final Answer: <one of {Angry, Disgust, Fear, Happy, Sad, Surprise, Neutral}>
Sad
The facial cues show brow lowering (AU4) and lip corner depressing (AU15), typical of sadness or concern. The person appears introspective and somber, in a tense, clinical setting with others neutral or mildly worried, suggesting a subdued mood rather than anger or happiness.
8,381.608992
1,330.459887
9,712.068878
dataset\Fear\0254.png
fear
What’s the context in the scene for the person highlighted with a bounding box for emotion recognition? Please describe the environment, location, and general situation happening in the image. Think step by step. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <context summary>
What’s the body language of the person highlighted with bounding box for emotion recognition? Analyze posture, gestures, head and hand positions, and general orientation of the body. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <body language interpretation>
What’s the emotions of other people in the scene? Observe expressions and behavior of the other people, and consider how their emotions may influence the target person. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <summary of others' emotions and description of the overall mood or emotional tone of the scene>
What’s the facial action units for the person highlighted with mask for emotion recognition? List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <facial AU interpretation>
gpt-5-nano
The scene takes place in a cozy apartment living room. A man in a dark green shirt is facing another man in a maroon shirt, holding a small white object in his hand. The background shows a large black-and-white poster, a stereo, a lamp, and plants, indicating a casual, everyday conversation or interaction between roommates/friends in a late-1990s/early-2000s style living space.
Neutral-to-mildly cautious body language; attentive with slight tension.
The visible person seems tense/concerned; the other person’s emotions are not readable from this angle; overall mood is tense, serious, and potentially awkward or confrontational.
No clear facial action units detected; neutral/neutral-attentive expression.
What’s the emotion of the person inside the bounding box for emotion recognition? Consider the facial action units, body language, emotions of other people in the scene, and the overall context. Context: The scene takes place in a cozy apartment living room. A man in a dark green shirt is facing another man in a maroon shirt, holding a small white object in his hand. The background shows a large black-and-white poster, a stereo, a lamp, and plants, indicating a casual, everyday conversation or interaction between roommates/friends in a late-1990s/early-2000s style living space. Body Language: Neutral-to-mildly cautious body language; attentive with slight tension. Others’ Emotions: The visible person seems tense/concerned; the other person’s emotions are not readable from this angle; overall mood is tense, serious, and potentially awkward or confrontational. Facial Action Units: No clear facial action units detected; neutral/neutral-attentive expression. Provide a brief explanation before giving the final answer. Answer format: Explanation: <your explanation> Final Answer: <one of {Angry, Disgust, Fear, Happy, Sad, Surprise, Neutral}>
Neutral
The visible person shows a mostly neutral facial expression with no clear action units indicating anger or fear. His body language is attentive and slightly tense, and the scene context suggests a tense interaction, but there aren’t definitive facial cues of a discrete emotion. Therefore, the most fitting label is Neutral.
8,381.608992
1,330.459887
9,712.068878
dataset\Fear\0630.png
fear
What’s the context in the scene for the person highlighted with a bounding box for emotion recognition? Please describe the environment, location, and general situation happening in the image. Think step by step. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <context summary>
What’s the body language of the person highlighted with bounding box for emotion recognition? Analyze posture, gestures, head and hand positions, and general orientation of the body. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <body language interpretation>
What’s the emotions of other people in the scene? Observe expressions and behavior of the other people, and consider how their emotions may influence the target person. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <summary of others' emotions and description of the overall mood or emotional tone of the scene>
What’s the facial action units for the person highlighted with mask for emotion recognition? List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <facial AU interpretation>
gpt-5-nano
Environment: a stylish living room/lounge with warm lighting and contemporary decor. Location: indoors, likely in an upscale residence or hotel suite. General situation: a formally dressed man and woman sit close on a sofa; he rests a hand on her shoulder as she looks away, implying a private, emotionally charged moment or conversation after a formal event.
Disengaged/low-energy appearance, likely sadness or tiredness, with a withdrawn, closed-off posture and minimal engagement.
The man appears engaged and supportive, while the woman seems tired or disengaged. The overall mood is quiet and formal, with a subtle imbalance in energy that could make the target feel either soothed by the man’s attentiveness or dampened by the woman’s disengagement.
Visible cues are consistent with AU7 (Lid Tightener) and/or AU45 (Eye Blink) observed in the eye region; due to mask occlusion, no reliable mouth AUs can be determined. Emotion interpretation: Neutral to mildly tired/concerned.
What’s the emotion of the person inside the bounding box for emotion recognition? Consider the facial action units, body language, emotions of other people in the scene, and the overall context. Context: Environment: a stylish living room/lounge with warm lighting and contemporary decor. Location: indoors, likely in an upscale residence or hotel suite. General situation: a formally dressed man and woman sit close on a sofa; he rests a hand on her shoulder as she looks away, implying a private, emotionally charged moment or conversation after a formal event. Body Language: Disengaged/low-energy appearance, likely sadness or tiredness, with a withdrawn, closed-off posture and minimal engagement. Others’ Emotions: The man appears engaged and supportive, while the woman seems tired or disengaged. The overall mood is quiet and formal, with a subtle imbalance in energy that could make the target feel either soothed by the man’s attentiveness or dampened by the woman’s disengagement. Facial Action Units: Visible cues are consistent with AU7 (Lid Tightener) and/or AU45 (Eye Blink) observed in the eye region; due to mask occlusion, no reliable mouth AUs can be determined. Emotion interpretation: Neutral to mildly tired/concerned. Provide a brief explanation before giving the final answer. Answer format: Explanation: <your explanation> Final Answer: <one of {Angry, Disgust, Fear, Happy, Sad, Surprise, Neutral}>
Sad
The woman’s posture is withdrawn with averted gaze and low energy, in a quiet, formal setting. Eye-area cues (AU7) suggest tension or concern, and the lack of smiling or open engagement points away from positive emotions; overall, the scene conveys sadness or subdued affect.
8,381.608992
1,330.459887
9,712.068878
dataset\Fear\0699.png
fear
What’s the context in the scene for the person highlighted with a bounding box for emotion recognition? Please describe the environment, location, and general situation happening in the image. Think step by step. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <context summary>
What’s the body language of the person highlighted with bounding box for emotion recognition? Analyze posture, gestures, head and hand positions, and general orientation of the body. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <body language interpretation>
What’s the emotions of other people in the scene? Observe expressions and behavior of the other people, and consider how their emotions may influence the target person. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <summary of others' emotions and description of the overall mood or emotional tone of the scene>
What’s the facial action units for the person highlighted with mask for emotion recognition? List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <facial AU interpretation>
gpt-5-nano
The scene appears to be an indoor office or home-office setting. A woman sits at a dark desk with a tray of snacks, a glass of a dark drink, a pencil cup, tissue box, and a telephone nearby. Behind her are green, patterned wallpaper and a tall floor lamp, with double doors to the side. She seems engaged in a conversation with someone off-camera, suggesting a meeting or interview-like interaction. The overall vibe is a calm, professional workspace.
Open and engaged body language with a mild positive mood — upright posture, slight forward lean, relaxed shoulders, head tilted/turned toward the conversation, soft smile, and hands at rest.
Other people’s emotions: not observable (no other individuals present). Overall mood: calm, warm, and professional; the target person appears engaged and mildly cheerful.
AU6 (cheek raiser) and AU12 (lip corner pull) observed; inferred emotion: genuine happiness/positive engagement; no noticeable brow movement (no AU1/2/4).
What’s the emotion of the person inside the bounding box for emotion recognition? Consider the facial action units, body language, emotions of other people in the scene, and the overall context. Context: The scene appears to be an indoor office or home-office setting. A woman sits at a dark desk with a tray of snacks, a glass of a dark drink, a pencil cup, tissue box, and a telephone nearby. Behind her are green, patterned wallpaper and a tall floor lamp, with double doors to the side. She seems engaged in a conversation with someone off-camera, suggesting a meeting or interview-like interaction. The overall vibe is a calm, professional workspace. Body Language: Open and engaged body language with a mild positive mood — upright posture, slight forward lean, relaxed shoulders, head tilted/turned toward the conversation, soft smile, and hands at rest. Others’ Emotions: Other people’s emotions: not observable (no other individuals present). Overall mood: calm, warm, and professional; the target person appears engaged and mildly cheerful. Facial Action Units: AU6 (cheek raiser) and AU12 (lip corner pull) observed; inferred emotion: genuine happiness/positive engagement; no noticeable brow movement (no AU1/2/4). Provide a brief explanation before giving the final answer. Answer format: Explanation: <your explanation> Final Answer: <one of {Angry, Disgust, Fear, Happy, Sad, Surprise, Neutral}>
Happy
The combination of AU6 (cheek raiser) and AU12 (lip corner pull) signals a genuine smile, along with open and engaged body language (upright posture, slight forward lean, relaxed shoulders, head turned toward the conversation) and a calm, professional context. These cues collectively suggest positive engagement and happiness.
8,381.608992
1,330.459887
9,712.068878
dataset\Fear\0704.png
fear
What’s the context in the scene for the person highlighted with a bounding box for emotion recognition? Please describe the environment, location, and general situation happening in the image. Think step by step. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <context summary>
What’s the body language of the person highlighted with bounding box for emotion recognition? Analyze posture, gestures, head and hand positions, and general orientation of the body. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <body language interpretation>
What’s the emotions of other people in the scene? Observe expressions and behavior of the other people, and consider how their emotions may influence the target person. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <summary of others' emotions and description of the overall mood or emotional tone of the scene>
What’s the facial action units for the person highlighted with mask for emotion recognition? List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning. Finally, give the answer in the format: Reasoning: <your reasoning> Final Answer: <facial AU interpretation>
gpt-5-nano
A conversation scene inside a home-like indoor setting (living/dining area or a studio set designed to resemble one), where a woman seated at a table is speaking to someone off-camera. The environment includes a green wall and cabinetry in the background, and the moment appears to be part of a scripted dialogue or interview rather than a casual encounter.
She appears engaged and assertive—speaking with emphasis, with a forward-leaning, upright posture and attentive head orientation toward the listener.
The other person’s emotions can’t be read clearly from this angle, but they appear to be attentive or neutral (listening). The overall mood is tense and dramatic, driven by the speaker’s emphatic delivery.
AU25 (Lips Part) — likely neutral/engaged in speech, possibly with mild emphasis or surprise, but no strong emotion evident.
What’s the emotion of the person inside the bounding box for emotion recognition? Consider the facial action units, body language, emotions of other people in the scene, and the overall context. Context: A conversation scene inside a home-like indoor setting (living/dining area or a studio set designed to resemble one), where a woman seated at a table is speaking to someone off-camera. The environment includes a green wall and cabinetry in the background, and the moment appears to be part of a scripted dialogue or interview rather than a casual encounter. Body Language: She appears engaged and assertive—speaking with emphasis, with a forward-leaning, upright posture and attentive head orientation toward the listener. Others’ Emotions: The other person’s emotions can’t be read clearly from this angle, but they appear to be attentive or neutral (listening). The overall mood is tense and dramatic, driven by the speaker’s emphatic delivery. Facial Action Units: AU25 (Lips Part) — likely neutral/engaged in speech, possibly with mild emphasis or surprise, but no strong emotion evident. Provide a brief explanation before giving the final answer. Answer format: Explanation: <your explanation> Final Answer: <one of {Angry, Disgust, Fear, Happy, Sad, Surprise, Neutral}>
Angry
The description notes an emphatic, forward-leaning, upright posture with an attentive head orientation and a tense, dramatic mood. AU25 (lips parted) indicates she is speaking, not simply calm. Taken together, the scene conveys assertiveness and intensity more than neutral calm or positive emotion. Among the given categories, this aligns best with anger/irritation rather than other emotions.
8,381.608992
1,330.459887
9,712.068878
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